Regression in machine learning is revolutionizing search algorithms.
Do you remember the time when SEO was all about stuffing keywords, building backlinks, and using meta tags? Well, those days are long gone! With the evolution of AI and machine learning, search algorithms have become much smarter. Hence, SEO has transformed into a whole new ballgame. In this blog post, we will take a deep dive into the role of AI in SEO. How have sentiment analysis, image recognition, and regression in machine learning impacted search algorithms?
Basic to advanced understanding of SEO, search algorithms, and the evolution of AI with regression in machine learning
A. Explanation of the importance of SEO in business
The act of enhancing a website’s position on search engine results pages (SERPs) is known as SEO. It plays a critical role in business, as higher rankings mean more traffic. This, in turn, can lead to more conversions and sales by leveraging search algorithms.
B. Overview of the role of AI in SEO
Artificial intelligence (AI) is the study of programming computers to do human-like duties. Machine learning, which is a subset of AI, allows machines to gather information from data without being manually programmed. The application of AI and machine learning in SEO has made search algorithms more intelligent, accurate, and efficient. Regression in machine learning is another important concept with the use of AI and has widespread applications in various fields, including SEO.
The Impact of AI on SEO
A. How AI and regression in machine learning are revolutionizing SEO
The integration of AI and machine learning is changing the game in SEO. Search engines are now able to analyse vast amounts of data. They’re even working on video and Image recognition for more accurate results. By leveraging AI and regression in machine learning. Search engines are becoming more sophisticated in their ability to understand user intent, interpret complex queries, and deliver personalized results. Understanding this will definitely give business a competitive advantage in search algorithms.
B. The use of Natural Language Processing (NLP) in SEO
NLP pertains to a field of AI that concentrates on the interaction between humans and computers using natural language. It allows search algorithms to better understand the context and meaning behind words. This provides more relevant results to users, similar to sentiment analysis.
Unconventional Ways AI is Improving SEO
Through AI, search engines can now personalize search outcomes by considering a user’s search history, location, and other information. This means that search results are becoming more tailored to individual users, resulting in a more relevant and personalized search experience. Search algorithms have been quick to incorporate this in their database as well for best results.
B. Semantic Search
Semantic search is a search technique that uses AI to understand the meaning of words and the relationships between them. This allows search engines to provide more relevant and accurate results to users. Semantic search is particularly useful for complex queries and long-tail keywords much like sentiment analysis it works off the context of the content as well.
C. Voice Search
Voice search is becoming increasingly popular. AI is playing a major role in this development. Voice search relies on AI and machine learning to interpret natural language and provide accurate results. Much like image recognition and sentiment analysis, this means that search engines are becoming more accurate at understanding user queries and delivering relevant results.
D. Video and Image Recognition
AI is also being used to improve video and image recognition in search algorithms. This means that search engines can now analyse the content of images and videos to provide more accurate results to users. Image recognition is a big step in AI development with regression in machine learning.
For example, a user might search for a product by taking a picture of it. An AI would be able to identify the product and provide relevant results from the search algorithms.
Regression in machine learning for SEO forecasting
Forecasting in SEO involves using machine learning algorithms to predict future trends in search engine rankings, traffic, and conversions according to search algorithms. By analyzing historical data and trends, machine-learning algorithms can make accurate predictions about future outcomes. This can help SEO professionals make data-driven decisions about their strategies and optimize their campaigns for better results. This will revolutionize the digital landscape, along with sentiment analysis and image recognition features in progress. There are several tools available that use regression in machine learning for SEO forecasting, including Google Analytics, SEMrush, and Moz. These tools can provide valuable insights into how search algorithms may change in the future and how to adapt your SEO strategy accordingly.
The future of SEO with AI
A. Predictions and future trends
SEO’s future is inextricably linked to the advancement of AI and machine learning. As AI continues to advance, search algorithms will become even better at understanding user intent and delivering personalized results. The rise of voice search, image recognition, and sentiment analysis will have a major impact on SEO techniques.
B. The role of AI in combating black-hat SEO
AI is also being used to combat black hat SEO techniques such as keyword stuffing and link farming. by using AI to analyze website content. Search algorithms can detect these techniques and penalize websites that use them.
Concluding remarks about the future of AI in SEO
As AI continues to develop, the future of SEO will be shaped by new technologies and trends. by staying up-to-date with these developments. Businesses can stay ahead of the curve and ensure that their SEO strategies are optimized for success.
By understanding the basics of SEO, the impact of AI, and regression in machine learning, businesses can develop effective strategies that will drive traffic and increase conversions by putting their content in favor of
Stay updated on the latest digital marketing trends and strategies at.


Rangkaian Audio Power Amplifier Berbasis Op-Amp
The biasing to Q1 & Q3 is provided by R6, R7 & diodes D1 & D2. This arrangement biases the transistors just above cut-off and reduces crossover distortion. R6 must be adjusted to the highest value which eliminates crossover distortion. Ideally D1 & D2 should be mounted so they are in contact with the driver transistors - not the main heatsink.
To adjust R6 without an oscilloscope, start with R6 set to maximum, set the volume control R2 to get the minimum audible output with a suitable input source (such as a CD player which gives 0.65Vrms at line out), and listen for any "crackle" in the sound, especially that which seems to be riding on low frequency sounds. If a "crackle" is heard then reduce the value of R6 in very small steps, until the crackle (crossover distortion) becomes inaudible (it can't be eliminated, I feel).
As the output of opamp A2 is being pulled up by the biasing circuit, capacitor C5 must be connected between the output of A2 and ground to prevent the circuit from breaking into oscillations. The value of C5 is not critical, any value between 22nF to 100nF will do. The opamp A1 is a simple buffer which isolates the input circuit from the power stage. C1 & R1 are used to set the lower 3db frequency to around 15Hz, and to obtain an input impedance of about 100K. The upper 3db frequency is determined by R4 & C7, which in this case is approximately 30KHz. The schematic shows only one channel of the stereo amplifier. The amplifier can be used to drive speakers with impedance ranging from 3 Ohms to 8 Ohms, higher impedance speakers could be used but the power output will be substantially less.
The voltage gain of the amplifier can be increased by increasing R4 or decreasing R3, as long as the output swing is kept less than or equal to 3 Volts below the supply rails. This is due to the fact that the maximum output voltage of an opamp is always 2-3 Volts less than the supply rails, before it clips.


Enthusiasts and pro-level gamers can count on full variable refresh rate (VRR) range and variable overdrive for pristine image and outstanding gameplay. G -Sync Compatible Doesn’t use NVIDIA processors, but have been validated by NVIDIA to give you a good, basic variable refresh rate (VRR) experience for tear-free, stutter-free gaming.
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Or connect the display to your MacBook or iPad Pro via an included USB-C cable, which supports stunning 4K video, audio, and data simultaneously. This display provides host charging power to your MacBook Pro or MacBook Air. For optimal performance on the 16-inch MacBook Pro, connect to power using the MacBook Pro’s 96W adapter.
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The LSX-213 G2+ provides the highest level of solid state laser ablation performance, combined with simplicity, to achieve “uncomplicated excellence”. Built on the rugged LSX platform, this second generation system features the most power UV laser in its class coupled with optical design technology for viewing and targeting excellence.
- Frequency quintupled 213 nm Nd:YAG laser
- > 4.5 mJ/pulse laser energy (high density-homogenized beam)
- High resolution camera and optical resolution
< 2 µm
- Variable spot sizes from 5 – 200 µm (aperture dependent)
- High intensity lighting for excellent sample visibility
- High precision x-y stages
- Optional HelEx™ 2-volume cell
The LSX-213 G2+ delivers high intensity 213 nm, 5 nanosecond laser pulses at rates of 1-20 Hz. The laser output energy is fully adjustable to produce as much or as little ablation necessary to analyze virtually any solid sample - ideal for geological, forensic industrial and biological samples. The built in mass flow controller allows precise control of Helium flow to take advantage of this proven technique for efficient and consistent sample transport into whichever ICP-AES or ICP-MS you choose. The unit has an open architecture design which allows easy access to the sample chamber and the ability to use a variety of sample cells without physical cabinet limitations. Optional large format travel stages provide even more flexibility.
The LSX-213 G2+ is built on the proven, stable LSX Laser Ablation platform, giving it an unparalleled degree of ruggedness and tolerance to changing environmental conditions. Since the laser and the optics are thermally and mechanically isolated with no protruding parts, the laser and optical alignment stay put for the lifetime of the instrument. The system is easily portable and integrates with all ICP-MS and ICP-AES systems, so you stay focused on your samples, not your tools.
The DigiLaz G2 software package provides an integrated experience between the analyst and the laser system. You can set precise targets for single point, multi-point,line scan, area scan, area raster and depth profiling, or simply draw a pattern over the area you want to analyze. From power, spot size and scan speed to control over timing and communication with your spectrometer, CETAC is focused on making your job easier.


Have you ever wondered why Alibaba66 mobile slot gaming tech has seen such significant advancements in recent years?
The reasons behind this evolution are multifaceted, ranging from the constant push for innovation to the changing preferences of players like yourself.
As you explore the factors contributing to this notable progress, you will uncover how technology has revolutionized the way we engage with mobile slot games, making the overall experience more immersive and enjoyable.
The evolution of slot machine graphics has revolutionized the visual appeal of mobile slot gaming, enhancing the overall player experience. Realistic animations now bring games to life, creating an immersive experience that captures your attention from the moment you start playing.
These advancements in graphics have allowed for more intricate designs and engaging themes, making the gameplay more dynamic and exciting. The attention to detail in the graphics not only makes the games visually stunning but also adds depth to the storytelling aspect of slot games.
As you spin the reels, you can appreciate the effort put into creating a more realistic and captivating environment, drawing you into the world of mobile slot gaming like never before.
Exploring the realm of mobile slot gaming, you'll delve into the integration of Virtual Reality (VR) that's reshaping the way players interact with slot machine experiences.
The immersive experience brought about by VR technology integration has revolutionized the traditional slot gaming landscape. By donning a VR headset, players are transported into a virtual world where they can engage with slot machines in a way that feels incredibly realistic and engaging.
The incorporation of VR technology has elevated player engagement levels by providing a deeper sense of presence and interaction within the game environment. This heightened level of immersion enhances the overall gaming experience, making it more captivating and enjoyable for players seeking a more interactive and dynamic slot gaming experience.
As players engage with slot machines in virtual reality environments, the demand for Enhanced User Interface (UI) Features becomes increasingly prominent to enrich their gaming experiences. Interactive gameplay is a crucial aspect of modern mobile slot gaming tech, with users seeking more engaging and immersive experiences.
Enhanced UI features cater to this demand by providing intuitive controls, visually appealing graphics, and seamless navigation. These elements not only enhance user engagement but also contribute to a more enjoyable and interactive gaming session. By incorporating user-friendly interfaces, developers can create a more immersive environment that captivates players and keeps them coming back for more.
As technology continues to evolve, the focus on UI enhancements will likely play a significant role in shaping the future of mobile slot gaming.
With the rise of progressive jackpots in mobile slot gaming, players are experiencing heightened excitement and anticipation in their gameplay sessions. Jackpot innovation has revolutionized the way players engage with mobile slots, offering the potential for massive winnings that grow as more individuals participate.
This concept adds an extra layer of thrill to the gaming experience, as players now have the chance to win significantly larger sums compared to traditional fixed jackpots. Progressive gameplay opportunities further enhance the competitive aspect of slot gaming, enticing players with the allure of chasing ever-increasing prize pools.
As a result, the incorporation of progressive jackpots hasn't only increased player engagement but also contributed to the overall evolution and appeal of mobile slot gaming.
The optimization of mobile slot games for seamless performance across various devices and screen sizes is imperative for providing players with a smooth and enjoyable gaming experience. Ensuring touchscreen interactivity is responsive and intuitive enhances user engagement.
Mobile app development plays a crucial role in tailoring slot games to fit the specific requirements of different operating systems and devices. By optimizing graphics, sound effects, and gameplay for mobile platforms, developers can deliver an immersive gaming experience that rivals traditional desktop play.
The convenience of playing slot games on mobile devices has driven the need for continuous improvement in optimization techniques. As technology advances, so do the opportunities to enhance mobile slot gaming, making it more accessible and enjoyable for players on the go.
Artificial Intelligence (AI) revolutionizes the landscape of mobile slot gaming by enhancing player engagement through personalized experiences and dynamic gameplay adaptations.
AI advancements in mobile slot gaming have enabled machines to learn from player behavior, preferences, and patterns, allowing for tailored gaming experiences. Through machine learning algorithms, AI can analyze vast amounts of data in real-time to offer suggestions, bonuses, or challenges that are specifically curated for each player.
This level of personalization creates a more immersive and interactive gaming environment, keeping players engaged and entertained. Additionally, AI can adapt gameplay based on individual performance, adjusting difficulty levels or introducing new features to match the player's skill and preferences.
These advancements in AI technology have significantly enhanced the overall gaming experience for mobile slot enthusiasts.
In conclusion, the improvement in mobile slot gaming technology can be attributed to advancements in graphics, integration of virtual reality, enhanced user interface features, the rise of progressive jackpots, mobile optimization, and the impact of artificial intelligence.
These developments have transformed the way players experience slot games on their mobile devices, creating a more immersive and engaging gaming environment.
As technology continues to evolve, we can expect even more exciting innovations in the world of mobile slot gaming.


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Our offer consists of VOLT.E. chargers, which are distinguished by very easy installation and simplicity of use. They are ideal for both those looking for home charging stations and for business owners who prefer commercial EV chargers.
The eMove360° Europe 2020 (October 20 – 22, 2020, Messe München), International Trade Fair for Mobility 4.0 – electric – connected – autonomous is the world’s largest technology trade


In the ever-evolving landscape of IT hardware, one component has been making waves and revolutionizing the way data is stored, accessed, and managed: Internal SSDs. These sleek, powerful, and lightning-fast storage devices are rapidly replacing traditional Hard Disk Drives (HDDs) as the go-to choice for enhancing computer performance. In this article, we'll delve into the world of Internal SSDs, exploring their advantages, applications, and why they have become the darling of IT hardware enthusiasts.
The SSD Advantage: Speed and Efficiency
At the heart of the SSD's appeal lies its incredible speed and efficiency. Unlike HDDs, which rely on spinning disks and mechanical components to read and write data, SSDs use NAND flash memory. This solid-state design eliminates the need for moving parts, resulting in near-instantaneous data access and transfer speeds. The difference in performance is staggering – applications load faster, boot times are reduced to mere seconds, and file transfers become seamless.
For IT professionals and hardware enthusiasts, this speed translates into a significant boost in productivity. Tasks that used to take minutes are now completed in seconds. Servers and workstations equipped with SSDs experience a remarkable reduction in latency, which can be critical in data-intensive environments. This efficiency leads to improved overall system responsiveness, making it an essential component for anyone seeking to optimize their IT infrastructure.
Applications Galore: Where SSDs Shine
Internal SSDs have found their way into a multitude of applications within the IT realm:
1. Laptops and Desktops: Upgrading to an SSD is perhaps the most cost-effective way to breathe new life into an aging computer. The speed and reliability improvements are immediately noticeable, making it a preferred choice for personal and professional computing.
2. Servers: In the world of servers, where data access speed can make or break a business, SSDs have become indispensable. They offer quicker data retrieval, reduced power consumption, and enhanced reliability, ensuring that critical applications run smoothly.
3. Gaming: Gamers have also embraced SSDs for their ability to reduce load times in games significantly. The seamless transition between in-game environments has become a luxury that no serious gamer wants to live without.
4. Creative Workstations: Content creators and video editors benefit immensely from SSDs when handling large multimedia files. Editing and rendering times are drastically reduced, leading to a more efficient workflow.
5. Data Centers: Enterprises and data centers leverage SSDs to handle vast amounts of data efficiently. They not only offer superior performance but also help save on energy costs, making them an eco-friendly choice.
Looking Ahead: The Future of Internal SSDs
As technology continues to advance, the future of internal SSDs looks even more promising. Expectations include higher storage capacities, increased durability, and further reductions in price per gigabyte. Innovations like PCIe Gen4 and Gen5 interfaces promise to push SSD speeds to new heights, ensuring that they remain at the forefront of IT hardware.
In conclusion, internal SSDs have earned their place as the shining stars of IT hardware. Their remarkable speed, efficiency, and versatility have made them essential components for a wide range of applications, from personal computing to enterprise-level data storage. As the IT industry evolves, one thing is certain: internal SSDs will continue to play a pivotal role in shaping the future of hardware, unlocking new levels of speed and efficiency for all. So, if you're looking to supercharge your IT infrastructure, it's time to consider the incredible advantages of internal SSDs.
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Why do you need it? As PCB signal switching speeds increase, the electrical properties of the traces carrying signals between devices becomes increasingly more important. Traces can no longer be considered as simple conductors but must be treated as transmission lines. For stable and predictable high speed operation the electrical characteristics of PCB traces and the dielectric of the PCB must be controlled. (i.e digital edge speeds faster than 1ns or analog frequencies greater than 300MHz).
How is impedance controlled in a PCB?
The PCB will frequently be multi-layer in fabrication and the controlled impedance can be constructed in several ways. However, whichever method is used the value of the impedance will be determined by its physical construction and electrical characteristics of the dielectric material:
- The width and thickness of the conductor
- The height of the core and pre-preg material on either side of the trace
- The configuration of traces and planes
- Dielectric constant of the core and pre-preg material
Board designers often will specify impedance values and tolerances (typically +/- 10%) for board traces and rely on the PCB manufacturer to conform to the specification. Board manufacturers work with the stack up, material properties, and raw material tolerances to predict the final outcome. If tighter tolerances are required, work with your fabricator upfront. It may be possible after a first run of a prototype to determine how the stack up presses during manufacturing for fabricators to dial in the process on future runs.
Almost all controlled impedance designs require 100% testing. In nearly all cases the traces are inaccessible for testing and testing is normally performed on one or two test coupons designed into the PCB panel. The coupon is on the same layer, has the same trace construction as the PCB, and includes traces with exactly the same impedance as those on the PCB. Testing of these coupons provides a high degree of confidence that the PCB impedances will be correct.
Impedance measurements are typically done with TDR (time domain reflectometer). This applies a fast voltage step to the coupon via a controlled impedance cable and probe. This test is able to identify the location and scale of any incontinuity and provides a graphical representation of the trace characteristic impedance.
Work with your fabricator early in the design. If you are new to controlled impedance, unsure of the dielectric properties of the materials or would like a review of your current design your PCB fabricator will be happy to assist with stack up and impedance control reviews!
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Was Johannes Kepler so before his time that he not only forumlated the first mathematical based universal laws of the cosmos, but also pre-empted modern quantum physics with the idea of quantum fields.
In this deeply entertaining lecture on Johannes Kepler’s investigation into the principles that govern the Universe using Platonic Solids, Sylvia Brewda sets the scene by opening our eyes that Kepler was well aware that energy comes in discreet packages.
Today, quantum field theory treats particles as excited states (also called quanta) of their underlying fields, which are—in a sense—more fundamental than the basic particles. Interactions between particles are described by interaction terms in the Lagrangian involving their corresponding fields. Each interaction can be visually represented by Feynman diagrams, which are formal computational tools, in the process of relativistic perturbation theory.
This idea is the cornerstone to modern quantum physics and goes a long way in explaining a range of observed phenomena including the two-slit experiment, atomic energy states and even more speculative areas such as superpositions and quantum entanglement.
From this bold introduction, Sylvia goes on to provide a rich background about what was known about the state of the physical in Kepler’s time and how many areas of his genius insights are still being realised and fully understood by scientists today.
Did Kepler see the world not as a collection of particles and energies, but as fluctuations in a “quantum field”. Watch this insightful lecture from September 22, 1994 to find out…


As was already
suggested in the DNA Science section,
the issue of choosing a reporter to measure the level of gene
expression and characterization of genetic circuits is not
trivial. If what we are measuring is related to the processes
before translation the information we obtain from any experiment
should be independent of the particular reporter we are
To address this issue
we measured the activity of the GFP genes in
three different ways: at the bulk, single
cell and mRNA level. All of these
were done on E. coli carrying a tetracycline inducible plasmid
controlling the GFP
gene (pZE21-GFP). As a result
all three measurments can be plotted simultaneously.
Future editions of
this project will also include measuring the activity of a
reporter enzyme, beta-galactosidase
a plasmid with GFP under the control of a tetracycline
inducible promoter were grown at different concentrations
of inducer (ATC) and their OD600 and GFP fluorescence
monitored as a function of time. The plate reader
allowed us to shake the cell cultures between reads and
control the temperature, thus the cells were grown directly
in the reader.
This type of
measurement gives us not only the end-point (steady state)
fluorescence, it also gives us information about the
kinetics of induction.
Single Cell GFP Measurement
The fluorescense of
E. coli the as
a function of the concentration of tetracycline. The approach
was to take phase contrast and fluorescence images of the same
field of view. The students wrote custom Matlab which allowed
them to recognize the cells in the phase contrast image and
then integrate the GFP fluorescence over the area of each cell.
cells recognized by our Matlab code
fluorescence with the recognized cells
With this tool we
can now obtain single cell statistics such as the average fluorescence
per cell as a function of the concentration of inducer (ATC).
the GFP mRNA concentration
GFP mRNA specific probes we performed a Taqman assay
of cells grown
in different concentrations of inducer, giving a fluorescent
signal proportional to the amount of amplified DNA.
Depending on the
average concentration of GFP mRNA per cell in each culture
there will be a different cycle number at which the signal
becomes detectable. In this fashion relative levels of mRNA
can be obtained.
Preliminary comparison between the three measurements
the previous graph it can be seen that, even though the induction
curves seem to follow a similar trend,
the relative changes in gene-expression are different. This is
nowhere near conclusive, but it is a good start especially
taking into account that these are the first experiments regarding
gene expression performed by most of the students and that
these three different assays were all done in only two days.


There are all sorts of cameras that can be used in the improvement of security around the house. They come in all shapes and sizes. Wireless home security cameras are probably the best ones to come out in the security industry because they can be hidden in any space that they can fit into. They can still work too as long as the space does not interfere with or block the signal the wireless home security cameras transmit to the computer or console they are connected to.
Since wireless home security cameras can be set up just about anywhere and made to look like anything, pick objects that you think people will not figure for a camera. For example, you may want to disguise your wireless home security cameras inside stuffed toys and place them around the house. Burglars will not want to take things that are of no value and stuffed toys look harmless so they will not think for a minute that the eyes of a stuffed toy were actually replaced with wireless home security cameras. You can also attach these wireless home security cameras to objects like lamps or on bookshelves; anything that conceals them from the naked eye. The more creative you are in hiding the wireless home security cameras, the more careless burglars will be because they will continue rummaging through your home not thinking that they are being recorded at all.
You can also fool people into thinking that you are using more wireless home security cameras than you have installed. For example, you might have one or two wireless home security cameras monitoring your home. But you can also install dummy cameras. These cameras look exactly like cameras and you can set them up all around the house. People will think twice when seeing these cameras pointed in their direction. All the while, the real cameras are actually installed in places where these dummy cameras are not. These real cameras will be recording the areas that really need protecting from intruders. This is a great way to maintain obedience within your house so that nothing goes missing and people will feel that they are watched and so they will behave. Dummy cameras can also be set up outside the house in the yard or backyard to ward off burglars who will see them and think that they cannot break into your home.
Wireless home security cameras are improving each day. A new feature is added with each release of the newer technology. Today's wireless home security cameras are so efficient that they can even record in the dark and in full color. This is a feature called night vision. Originally night vision could only record images that would come out greenish in color. With that said, imagine just how advanced wireless home security cameras will be in the future as they get smaller and more configurable so that you can use them in any way that you want.
Get more FREE tips, information, product reviews and latest updates on Wireless Home Security Cameras [http://www.wirelesshomesecuritysystem.org/wireless_home_security_camera.html] at [http://www.wirelesshomesecuritysystem.org]
Article Source: http://EzineArticles.com/expert/Matt_Peters/103641
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We recently created these rectangle custom buttons for LEGO Mindstorms Robotics Classes. This product line by LEGO allows schools to offer accessible robotics technology and allows student activities groups to participate in robotics competitions. According to the LEGO website:
The LEGO® MINDSTORMS® Education EV3 platform is the third generation of LEGO Education robotics technology designed for classroom use. It is a full teaching solution developed with educators to actively engage students in a number of key curriculum areas such as computer science, science, technology, engineering, and math. The new curriculum for EV3, Design Engineering Projects, was written with Common Core and Next Generation Science Standards in mind.
Last Modified: August 22nd, 2013


- High performance coaxial driver
- 90° conical dispersion
- High SPL
- Smooth frequency response on and off axis
- Professional construction
- High quality components
- Convenient mounting options
The Pulz CSX5H Coaxial Speaker System is designed to reproduce immersive audio soundtracks faithfully in preview theatres, studios and prestige home theatres. Powered with a 5” high sensitivity low distortion woofer and 1″ voice coil horn loaded tweeter of European origin, CSX5H is capable of reproducing very high SPL and uniform dispersion throughout the auditorium. In the conventional preview theatre and studio surround speaker systems, multiple drivers are aligned either vertically or horizontally. This design may produce off axis lobes and uneven frequency response. The Pulz 5” driver with coaxially mounted HF unit on the other hand is coherent and produces smooth on and off axis frequency response.
A sophisticated passive crossover with close tolerance components ensures seamless integration of low and high frequency drivers. The closed type enclosure is CAD optimized for precise low frequency loading. The geometry of the acoustically transparent grill minimizes diffraction. Heavy duty spring loaded terminal posts facilitates convenient and secure connectivity at site.
The CSX5H can be mounted on the wall with optional C-bracket to achieve ±45° tilts in 9° increments either in horizontal or vertical plane. A heavy duty MDF enclosure is finished with black matt finish paint.
The Pulz CSX5H incorporates advanced technology driver and components to deliver dynamic, high SPL and wide dispersion sound into small preview theatres, studios and prestige home theatres.
|100Hz to 20kHz
|150W AES, 600W peak
|92.5dB @ 1W/1m
|114dB continuous, 120dB peak @ 1m
|Low Frequency Driver
|5” (125 mm) Mid-Bass driver with coaxial entry
|High Frequency Driver
|1″ (25 mm) voice coil compression driver mounted coaxially
|4 kHz passive, Air core inductors, MKP capacitors, wire wound resistors
|Black impact resistant structured coating
|Push type binding post, cable upto 4 mm diameter
|15 mm MDF direct radiator sealed enclosure
|Acoustically transparent woven fabric
|Dimensions (H x W x D)
|216 mm x 180 mm x 177 mm (8.51’’ x 7.10’’ x 7’’)
|05 kg (11 lb)
|6 kg (13 lb)


With time, technology is becoming increasingly more sophisticated. Day by day, we’re getting new apparatus with a lot of advanced concepts. It would appear that the new cell phone is influenced most by this technological invention.
The newest handsets have been launched with increasingly more sophisticated capabilities. Leading brands have established plenty of high-end portable phones in 2009. These handsets are made up of nearly all of the attributes that are most commonly desired by the consumers of now. However, as an issue of this truth, distinct handsets are produced by maintaining the priorities of unique users.
A few of the handsets established from the year 2009 are HTC Magic, Samsung S6700, Nokia N900 etc. Both these handsets include lots of advanced features which satisfy the needs of modern users. From time to time cell phone makers does some experiments to be able to provide improved deals to the consumers. In this series, HTC Magic is the first handset that’s started with the mobile platform. The handset is a little heavy with the burden of 118.5 g and the measurement of 113 x 55 x 13.7 mm. Some of its fine features are camera, Internet, media player, fantastic battery backup etc… What’s more, it supports 3G technology.
The Magic includes a 3.2 MP camera that captures the images at the resolution of 2048 x 1536 pixels. Auto-focus is the extra characteristic of the high-end camera. Internet is also assumed to be mandatory in the current day multimedia handset. The Magic supports GPRS and enables to browse sites on its HTML browser that is supported. For amusement enthusiast, it’s a great media player with all the aid of the majority of the sound and movie formats. Additionally, the gadget supports a microSD card whereby you may add up the memory to 16 GB to maintain heavy pictures, sound and movie files. The inner memory of the wise device is 512 MB. Aside from all, the normal battery of the HTC handset provides a talk time of 7 hours 30 minutes and a standby time of 420 hours.
Another brand new mobile phone using quite a few great features is your Samsung S6700. Additionally, it is a 3G supported apparatus. This wise multimedia apparatus is made up of plenty of camera attributes. It’s 3.2 MP camera also contains an image resolution of 2048 x 1536 pixels. Added camera attributes of this S6700 are autofocus, LED flash, geo-tagging, face detection, grin shot, image stabilisation and broad dynamic selection.
Additionally, it has a terrific media player that supports the document formats such as MP4, H.263, H.264, WMV, MP3, AAC and WMA. Document viewer choice can be available for working professionals, that will be intended for studying Ms-office and PDF files on the handset. For Internet users, the S6700 includes WAP and HTML browser. The inner memory of the magnificent gadget is 120 MB. Memory can be redeemed up to 16 GB from the microSD card slot on this apparatus.
The Nokia N900 is just one more great example of cellular phones in 2009. As its name implies it is just another apparatus from Nokia N-series. Fantastic memory is just one of the specialities of this N900. It’s the internal memory of 32 GB. More memory of 16 GB could be contained from the microSD card slot with the gizmo. Its 5 MP camera can be excellent that includes a picture resolution of 2592 x 1944 pixels. More features of this camera are carl Zeiss optics, autofocus, double LED flash, movie lighting and geo-tagging. For amusement enthusiast, it’s a media player with the assistance of a good deal of file formats along with intriguing games such as Bounce, Chess, Mahjong etc… Users may download more games following their requirements.
Besides these, handsets brands have established numerous new cellular phones with increasingly more highly-sophisticated capabilities. Expectantly, a few more of these new technological inventions will be observed in the upcoming moment.


Changi Airport Connector and Jurassic Mile will be closed on 10 December 2022 from 12pm to 9pm for the Changi Jurassic Adventure event. Hub&Spoke Café and food trucks at T2 South Link will remain accessible from T2 via Carpark 2A.
Shape the future of aviation technology in a live report environment.
WHAT IS THE LIVING LAB PROGRAMME?
The Living Lab Programme is a platform for Changi Airport Group to collaborate with innovation-driven companies and start-ups, to develop and demonstrate new technology solutions in a live airport environment.
FOCUS AREAS OF THE PROGRAMME
Automation and Robotics
Optimise manpower resources and empower the airport workforce to operate more efficiently.
Data Analytics and Internet of Things (IOT)
Enable smarter decision-making to optimise operations and enhance the airport’s product lifestyle offerings.
Non-intrusive Security Technologies
Enhance passenger experience during security processes, while strengthening safety and security.
Smart Infrastructure Management
Leverage new technologies such as sensors, IoT and smart controls to optimise infrastructure resources.


Kotlin/Native: between LLVM and VM
Nowadays there is a great variety of compilers (both static and dynamic) implemented using different technologies. It is no longer surprising that there are both JIT and AOT compilers for the same language. Now LLVM is often used to create the last ones. LLVM — an excellent open-source solution that makes developing a compiler easier and has many different processor architectures support. However LLVM having a lot of advantages is certainly not a technology that is able to solve all the problems that appear during creating a compiler for any program language. This is especially true for high-level programming languages with automatic memory management like Kotlin.
In this talk we will see how a static compiler for the language that was originally developed as one of the JVM languages is implemented, how code generation using LLVM is made, and why Kotlin/Native still needs to have its own GC, RTTI and C and Objective- C interoperability mechanisms.


‘Citizen science can play its part in increasing community awareness of environmental problems’ – Bob Temple, EPA citizen scientist
Become a citizen scientist
You can register to become a citizen scientist and suggest local environmental areas for investigation. Once you register a member of the citizen science team will be in contact shortly.
If you have signed up to the program but would like to remove your name from our list, unsubscribe here.
What is citizen science?
Citizen science involves volunteers from the community being part of scientific projects. This involvement can include the co-design of projects, data collection and the interpretation of data.
Our Citizen Science program is relatively new for EPA Victoria. EPA’s first pilot project began in the Latrobe Valley in August 2014 and was co-designed with members of the local community.
Citizen science creates a two-way working relationship between EPA and the Victorian community and promotes a shared understanding of important environmental issues. This understanding is achieved by empowering citizens to be involved in scientific projects that were traditionally limited to trained scientists.
Aims of EPA’s citizen science projects
The aims of EPA’s current and future citizen science projects are to:
- engage the community in EPA’s scientific work that underpins our decision making
- help shape regulatory action
- improve the monitoring and assessment of Victoria’s environment to strive for a healthy environment for all Victorians.
Meet our citizen scientists
Established in 2014, EPA's Citizen Science program has engaged with over 100 citizen scientists across a range of projects. Our citizen scientists provide EPA and the Victorian community with important scientific information.
Meet Bob, one of EPA's citizen scientists.
For more information on current or future citizen science opportunities, please email the Citizen Science Program Coordinator on email@example.com


The Tesla Light Bulb is perfect for pendant lights.
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2023-12-22 21:37 #7036AaronNesゲスト
Another essential reason to modify to solar power may be the cost benefits it gives. Solar panel systems are designed for generating electricity for businesses, reducing or eliminating the need for traditional resources of energy. This could end in significant savings on energy bills, particularly in areas with a high energy costs. Furthermore, there are numerous government incentives and tax credits available to businesses that adopt solar technology, which makes it a lot more cost-effective and affordable.
The technology behind solar power is simple and easy, yet highly effective. Solar power panels are made up of photovoltaic (PV) cells, which convert sunlight into electricity. This electricity are able to be kept in batteries or fed straight into the electrical grid, with regards to the specific system design. So that you can maximize the benefits of solar technology, it is vital to design a custom system this is certainly tailored to your specific energy needs and requirements. This may make sure that you have the right components set up, such as the appropriate quantity of solar panel systems therefore the right types of batteries, to increase your time efficiency and value savings.
[url=https://vimeo.com/675379405]Matt D’Agati’s function within charming milano green power initiatives.[/url]


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easy IP scan
All devices such as computers, laptops, smartphones, tablets, printers, scanners even IP CCTV equipment (such as IP cameras, DVRs, NVRs and IP transmitters like the Ipmitter range) have a unique IP address when they are connected to a single network.
When installing a new device to a network it’s important that no two equipment IP addresses are the same otherwise a conflict will occur.
EasyIPscan is a free tool to allow network and CCTV engineers to scan a network in seconds for a snapshot of the IP addresses already taken so a new device can be added without a conflict occurring.
This superb FREE tool even supplies the devices associated MAC address and a friendly description so it's easy to identify what equipment is using which address.


Maria V. Andreeva, Ivan A. Dynnikov and Konrad Polthier
In this paper we present the implementation of a partial knot recognition algorithm as a mathematical web service on the internet. Knots may interactively be loaded and edited, and then checked for being unknotted. We use the approach by Dynnikov, which is based on a combinatorial representation of knots in a three-page book, and we use JavaView as visualization environment.
Full Preprint: (.pdf 222 KB, .ps.zip 267 KB)


What No One Knows About Options
Guide to Finding the Best Technology and Electronic Gadgets
If you are looking for the best online source out there that offers great technology and electronic gadgets, then you must know that such task can be a bit challenging. You should know that there are hundreds of online source of technology and electronic gadgets today and because of these numbers, buying from a great source can be quite tricky. To make the search for the best online source or platform a lot easier, you are advised to do a bit of research on the Internet first. Keep in mind that not all online platforms sell the same technology or electronic products. Not every online source or store sell the same top quality technology and electronic gadgets. Indeed, finding technology and electronic gadget stores and online platforms today is very easy, the difficult part is finding the right store that sells great quality technology and electronic gadgets.
You might know someone who has successfully purchased or ordered genuine and top quality technology and electronic gadgets before, and so don’t hesitate to ask advice from them. The keys to finding the best technology and electronic gadget store out there is to do research and asking for advice from other individuals. Of course, joining forums or online communities is also beneficial – try to find out what people are saying when it comes to purchasing technology and electronic gadgets – read online. And of course, aside from asking your friends and gathering referrals, reading articles about technology is also helpful in finding you the best online source out there – read more.
One of the most important thing that you need to consider is the reputation of the online source of technology and electronic gadgets. The reputation of the online platform is truly important and it is important that you do not buy anything from a particular store without checking their reputation. The most reliable and reputable online platforms out there should have outstanding websites – discover here. It is critical that the store or the shop has excellent reputation and should be able to show you their certificates. Always check the legitimacy of the online platform first before you buy anything from them.
In order for you to find the best online store or online platform out there, it is vital that you get to discover different shops or stores first. Check the prices of different technology and electronic gadget stores first before you make a decision and make a purchase. You will be surprised about the difference of the prices of among different online sources or platforms. If you want to save money, then it is vital that you find affordable technology and electronic gadget stores. Do not forget to check for discounts or promotions when buying technology and electronic gadgets.


Who We Are
CameoGear is a line of high-quality products and accessories built for cinema and imaging professionals. Our offerings include camera and lens controllers and accessories, monitor accessories, control cables, power supplies and resolution analysis charts.
CameoGear is developed by a team of AbelCine engineers in Brooklyn, NY who build solutions that working professionals rely on every day.
Our products are designed, prototyped and tested in close collaboration with the industry professionals that inspire them.
For us, it’s a big deal to play a small role.
Questions, support requests, comments, feedback,
and all general inquiries are welcome.


The AT24C02 is from Atmel's line of serial EEPROM chips with a whopping capacity of 2K! (256 x 8) That's not a whole lot more than the onboard EEPROM in an Arduino, but it does have the advantage of being external:
it can stay in-situ even if the microcontroller disappears/gets exchanged
multiple devices can share access
There are a few libraries available that encapsulate the interaction with external EEPROMs, but first step is a simple test of the basic read and write capability using the basic Wire library. Surprise, it just works (as long as you get your bits and bytes ordered correctly).


AI's integration into various industries has been innovative, with website development being no exemption. The advent of GPT Website Creator in this field has substantially streamlined the creation and development methods. Mobirise AI Website Builder, one of the leaders in this integration, offers a look into a future where website construction is natural, speedy, and very personalized.
AI's inclusion into website design addresses several difficulties, including the need for augmented creativity and efficiency. AI-powered Website Builder has revolutionized traditional techniques, bringing in automated, brilliant fixes that aid the creation of customized, engaging, and user-centric websites, ensuring a personalized user engagement and efficient operational tasks. Now let's see the role of Best AI Website Builder.
Mobirise, create website with AI. It brings features like self-operating layouts and content generation, customized user involvement, and advanced aesthetics. Websites built with AI are marked by their flexibility, responsiveness, and power to offer tailored content, ensuring an absorbing user involvement and better functionality.
AI, create website design with AI, delivers speed, decreasing the typical hours needed to construct websites. The budget-friendliness is striking, lowering the financial resources required in the development phase. AI assures tailored client engagement and gives scalability to fit business development. The improved user experience emerges from natural structure design interfaces and individualized content dissemination.
Wix ADI is a pioneering service in the realm of artificial intelligence-driven website building, formulated to simplify and speed up the development of personalized, polished websites. Visitors answer a few interrogations about their likes, demands, and the type of their website, and Wix ADI spontaneously creates a unique site. It picks optimal design elements and layouts, incorporates necessary features, and even generates relevant content. Clients can further modify their sites, presenting a combination of AI efficiency and custom touch.
GoDaddy AI integrates artificial intelligence to generate individualized websites effortlessly. It offers tailored templates and design options based on user inputs and business trends. The platform's natural interface design, coupled with AI-driven insights, provides suggestions to improve content, layout, and SEO, making sure not only an attractive website but also one geared for visibility and involvement.
10Web AI exploits the strength of artificial intelligence to automatically replicate and upgrade websites. One of its impressive features is the ability to copy and improve existing websites by just entering their URLs. The AI studies the layout, design, and elements of the specified site and clones it on WordPress, offering options for customization and optimization.
Mobirise AI is notable for its offline, making it possible people to make sites without an internet connection. Its artificial intelligence integration is evident in its variety of smart technology-powered webpage elements and website templates that adjust to various sectors and specific markets. The drag-and-drop interface allows it to be easy for users, making it possible for the flawless making and customization of websites.
Hostinger AI Website Builder offers an intuitive platform for developing high-quality sites without having the requirement of programming skills. The AI reviews individual preferences and requirements, offering personalized templates and design elements. It also presents SEO optimization tips and performance upgrades, making certain web pages are not just visually pleasing but also optimized for search engines and user interaction.
Jimdo AI Website Builder harnesses AI to make website creation effortless. Individuals are guided through a series of prompts, and the AI employs the responses to build a customized website incorporating tailored text and effective layout. Jimdo’s AI guarantees that each website is mobile-friendly, SEO-friendly, and customized to the user’s particular needs and industry standards.
Unbounce AI Landing Page Builder utilizes AI to optimize landing page creation and performance. The platform’s AI reviews user interactions and conversion data to give design and recommendations for content. It enables marketers to create impactful and customized landing pages that are optimized for conversions, making certain that every component on the page is tailored to engage and engage the target audience.
TeleportHQ presents a real-time platform controlled by AI for designing and prototyping web sites and UI interfaces. It includes attributes like code generation, immediate cooperation, and AI-driven design assistance. The platform is well-known for transforming hand-drawn designs into practical UI code, bridging the difference between first graphic design concepts and final products.
CodeWP AI is a innovative AI-powered internet site builder, crafting a specialty where technology and innovation come together. Envisaged as a tool where every aspect is natural, CodeWP AI leverages artificial intelligence and AI to offer users an unparalleled internet site building experience. It’s not just about designing sites but crafting digital landscapes where every feature, every feature, is infused with intelligence, tailored to mirror the unique tale of every UI.
Durable AI steps into the digital world as a herald of innovative web site design and development. It’s built on the premise of strength, offering robust, durable, and dynamic internet site building solutions powered by AI. The platform stands as a confirmation to the fusion of aesthetic excellence and technical prowess, where web pages are not just constructed but designed to excellence, making sure an unwavering digital presence in a world constantly in flux.
Hocoos emerges in the digital space as a cutting-edge AI web site builder, where artificial intelligence is not a characteristic but the very foundation. It’s where user-centric design meets AI accuracy, and customization converges with automation. Every template, every graphic design element in Hocoos is infused with AI, making sure that every website built is not just an online presence but a customized digital encounter, echoing the silent yet significant revolution of technology.
Kleap represents the bound of technology into the future of web site building. With AI at its core, Kleap transforms the narrative of internet site creation from a technical duty to an artistic endeavor. It’s where codes convert into creativity, and algorithms reflect artistry. Every feature is intuitive, every template a canvas, and the AI is the hidden artist, turning user inputs into digital masterpieces, making every website a unique narrative in the expansive digital universe.
Gamma casts a light on the digital space as an AI website builder where innovation isn't an attribute but the core essence. It's marked by a spectrum of features, each fueled by artificial intelligence, each tailored to revolutionize visions into cyber simulations. In the domain of Gamma, AI isn't just integrated; it's essential, interweaving through every feature, resonating in every framework, promising that every site isn't just made but created, repeating the sophisticated necessities and stories of every user.
Leila emerges as a blossoming entity in the realm of AI website building, where refinement meets performance. It's a domain where the soft touches of aesthetic classiness combine with the powerful precision of AI. Leila isn't just a tool; it's an journey, where individuals are not just designers but artists, painting their narratives on the expansive digital canvas with sweeps of AI-powered features, making every webpage a fusion of personal touch and technological ability.
Dora is envisioned as a explorer in the intricate world of website building, where the adventure from concept to creation is effortless and spontaneous. Powered by AI, Dora isn't just about building webs; it's about sailing the digital space with sharpness and judgment. Every trait is a compass, every template a map, and the AI, the quiet scout, ensuring that every trip is not just embarked but cherished, and every destination isn't just reached but unveiled.
Traditional site creation is often flawed by prolonged processes, lack of adaptation, and scalability hurdles. AI effectively deals with these challenges, offering automated, tailored solutions that adapt to varying user's needs and business scales, making sure enhanced efficiency and user's engagement.
With AI's emergence come concerns about records privacy and security. Addressing these requires powerful measures to ensure ethical AI utilization. Transparent information handling, individual consent for data usage, and stringent security practices are crucial in building user's trust and promising responsible AI application in site creation.
Mobirise AI stands out with its user-intuitive design interface, providing capabilities like drag-and-drop functionality and content generation automation. Users can construct expert websites without coding expertise. Case studies expose enhanced effectiveness, creativity, and user engagement facilitated by Mobirise AI’s creative options.
Mobirise AI is praised for its user-friendly interface, ensuring a seamless site development process. Users declare to the user-intuitive navigation, a profusion of design possibilities, and reactive customer support, underscoring the platform’s commitment to delivering exceptional service and guaranteeing client satisfaction.
While Mobirise AI is applauded for its user-friendliness, creative features, and responsive design options, it's not lacking its limitations. Some users pinpoint constraints in customization and demand a broader set of features. However, its benefits, including cost-effectiveness and user-intuitiveness, far outweigh these issues.
The future heralds an era where AI’s role in web design will be ubiquitous. Look forward to functions that offer elevated personalization, automatic updates, and improved interactivity. AI will not only streamline webpage development but also play a crucial role in real-time content modification to user behavior and preferences.
Mobirise AI is ready for enhancements, including introducing advanced AI-powered features and customization possibilities. Users can anticipate an even more user-intuitiveness interface, enhanced personalization, and capabilities automation that will reshape the scenario of webpage designing and development.
AI in web design has heralded a impressive leap, with platforms like Mobirise Artificial Intelligence pioneering the advancement. The journey from traditional to regularly laborious processes to AI-enhanced performance and originality has established a fresh standard in web design, guaranteeing a prospect where web portals are not just constructed but intelligently crafted to meet precise user demands and business goals.
The unfolding account of AI in web development is an call for design professionals, developers, and enterprises to incorporate platforms like Mobirise Artificial Intelligence. Stepping into this advancing terrain affords a pathway to developing web portals that are not only aesthetically pleasing but are also characterized by improved functionality, tailoring, and user participation.
Answer: An artificial intelligence website builder is a software boosted with artificial intelligence to streamline and enhance the process of constructing online platforms, making design and development more effective and available.
Answer: Artificial intelligence website builders run by employing mathematical algorithms and ML to streamline design, content development, and enhancement. Users provide their selections and needs, and the AI suggests customized web designs and functions.
Answer: Yes, AI website builders are developed to be simple to navigate, requiring minimal coding or technical expertise. They provide intuitive interfaces and automated features to streamline the website development process.
Answer: Absolutely. AI builders offer adaptable themes and features, allowing users to customize their websites according to their likings, branding, and requirements.
Answer: Many AI website builders incorporate SEO tools and features, optimizing websites for search engines by automating keyword integration, meta tags, and other search engine optimization techniques.
Answer: AI website builders are usually affordable, reducing the need for professional developers or graphic designers and offering a selection of price options to fit various spending limits.
Answer: Yes, the majority of AI website builders ensure that the web pages built are mobile-responsive and tailored for a variety of devices, including cell phones and mobile tablets.
Answer: AI site creators prioritize security, offering features like secure socket layer certificates, data encryption, and safe hosting to secure both the website and visitor data.
Answer: Yes, many AI website creators offer integrated e-commerce features, including shopping carts, product pages, and payment processing features.


Dr. Michio Kaku
March 27, 2023
We are on the verge of a major innovation in computers that will likely change the way countries do business and scientists investigate cosmology, chemistry, and biology. It’s quantum computing, using individual atoms to calculate. The first steps have already been taken, and there is still a lot that needs to be invented and developed. A fully functional quantum computer will make a super computer of today look like an abacus. Tonight on Inquiry we talk with DR. MICHIO KAKU. He is a professor of theoretical physics at the City University of New York and best-selling author. Tonight he will be talking about his latest book QUANTUM SUPREMACY: HOW THE QUANTUM COMPUTER REVOLUTION WILL CHANGE EVERYTHING.


NASA’s Psyche mission aims to study this unique metal-rich asteroid that can reveal the secrets of collisions and accretion that created planets.
NASA is already studying an asteroid called Bennu under its OSIRIS-REx mission to better understand its features. It even plans to return a sample from asteroid Bennu to Earth for detailed analysis. Although Bennu has turned out to be very interesting, there is another asteroid on NASA’s radar and it is quite unique. NASA, under its Psyche mission, wants to target a unique asteroid orbiting the sun between Mars and Jupiter. What makes this asteroid different from others is that it appears to be the exposed nickel-iron core of an early planet, one of the building blocks of our solar system. Yes, this asteroid is not made up of rocks or ice, it is all metal.
It will be the first mission designed to study a metal-rich asteroid by NASA, which will help understand a previously untapped building block of planet formation – iron cores. What makes the Psyche mission important is that it offers a great opportunity to study the history of collisions and accretion that created terrestrial planets. Because the metallic cores on the terrestrial planet, even on Earth, are hidden far beneath the rocky mantles and crusts, they are inaccessible for study purposes. Therefore, this asteroid offers a great opportunity to reveal some secrets about planet formation.
NASA’s Psyche Mission to the Metal-Rich Asteroid
According to the schedule, NASA was set to launch the Psyche spacecraft in August 2022. However, due to software issues, the mission’s launch has now been delayed to 2023. NASA says, “Due to the late delivery of the flight software and testing of the spacecraft equipment, NASA does not have sufficient time to complete the necessary tests prior to the remaining launch period of this year, which ends on October 11. The mission team needs more time to ensure that the software will function properly during the flight.”
According to the preset schedule, NASA expected the arrival of the Psyche spacecraft in the asteroid’s orbit by 2026. Furthermore, it plans to spend 21 months in the asteroid’s orbit to map and study the properties of the Psyche. NASA says the Psyche mission is expected to launch in both 2023 and 2024, but due to uncertainties, the exact dates of these possible launch periods have yet to be determined.


By Sorapong Pavasupree, Navadol Laosiripojana, Surawut Chuangchote, and Takashi Sagawa
TiO[subscript 2] nanofibers were synthesized from natural leucoxene mineral via a hydrothermal process. The shapes, crystalline structure, shape transformation, phase transformation, and specific surface area of the resulting nanostructured materials were characterized by X-ray diffraction (XRD), scanning electron microscopy (SEM). transmission electron microscopy (TEM], and Brunauer-Emmett-Teller (BET] surface area measurements. The size of prepared nanofibers was about 12-58 nm in width and about 3-22 (mu)m in length. The BET surface area of the prepared sample was about 55m[superscript 2/g. Obtained nanofibers were preliminarily applied as photo catalysis for hydrogen evolution and electrodes for dye sensitized solar cells (DSSCs).
Download : Fabrication and Utilization of Titania Nanofibers from Natural Leucoxene Mineral in Photovoltaic Applications


This unit also keeps logs of any alarms that go off so that if it is ignored or silenced you’ll still be able to see when it was triggered. It also monitors each gas cartridge and alerts the user when a replacement is needed.
Readings are displayed in real time on the illuminated display and the unit also has a built in WIFI hotspot so it can be accessed via a laptop, tablet, phone or network. The unit keeps detailed records, logging data every five seconds which is useful for inspectors.
Available on back-order


XLR 3P Connector to 3.5mm Cable is a great way to capture audio/music from your mobile device,MP3 player and record it simply just play it on a Audio system.
* Length 6Ft
* Black PVC Jacket
* Connectors: 3P XLR male / 3.5mm stereo metal plug
* Spring tension release on 3.5mm plug
* OD 4mm
* Nickel Plated Connectors
* Metal Nickel Plated Shell


Brushless motor winding calculator
There are three sets of windings: the main windings are split into two sets, shown in the green box; the auxiliary start capacitor winding is shown in the red box. The start capacitor winding provides extra torque during the initial startup of the motor to help prime the pool system. In general, you will be taking 4 readings. The GDMS Brushless DC Motor Manual is organized in a mannerwhich makes it easy to access the productperformance information. Starting with theDesign Guides,you should be able to locatethe specific brushless motor which best suits your needs. Sample Datapage. The Selection Guide is the first page in each brushless motor section.The Checking Spindle Motor Windings How To Check for Bad Windings in a Spindle Motor To check your spindle motor for bad windings, you can use several different methods. As always, make sure to disconnect all power from machine before doing anything. We highly recommend using a qualified, experienced vendor like TigerTek for your spindle motor ... Stator Diameter: Space for magnet: 0.0000: Rotor Diameter: Gap between magnets: 0.0000: Magnet Width: Enter in the number and diameter of cooling holes. This paper describes the approaches to suppressing the shaft voltage and bearing current by electrostatic shielding the stator end windings of the brushless DC motor driven by PWM inverter. At first, measured shaft voltage and bearing current are compared with those calculated waveforms to verify the common mode equivalent circuit of the brushless DC motor. Next, relationship between shaft ... a) Brushed DC motor, b) Brushless DC motor On the other hand, in a brushless DC motor (Figure 1b), the brushes and commutators are replaced with electronic switches (with MOSFET or IGBT semiconductor). Furthermore, the rotor is now the magnet and the stator is now made up of the coils. One of the main advantages of brushless DC motors is their Dec 25, 2017 · A three phase bridge is used to energize the BLDC motor windings.A three phase bridge is used to energize the BLDC motor windings. Each phase driver requires 2 pins one for the high side and the other one for the low side which means a total of 6 pins are required to drive the three phase bridge. Skin and proximity effects in a motor winding can be difﬁcult  C. R. Sullivan, “Winding loss calculation with multiple windings, arbi- trary waveforms and two-dimensional ﬁeld geometry,” in Proc. IEEE to estimate accurately because they are very much a function of Ind. Appl. Soc. Annu. Meet., Oct. 1999, pp. 2093–2099. geometry ... A brushless DC electric motor (BLDC motor or BL motor), also known as electronically commutated motor (ECM or EC motor) and synchronous DC motors, are synchronous motors powered by direct current (DC) electricity via an inverter or switching power supply which produces electricity in the form of alternating current (AC) to drive each phase of the motor via a closed loop controller.Motor Efficiency is the efficiency of the motor. Brushed motor have around 75-80% efficiency and brushless motors have around 85-90% efficiency. Speed is the top speed of the calculation. This calculator provides an estimate of what size electric motor is necessary to propel a vehicle on flat ground or up an incline at a certain speed. armature The part of a motor that responds to the magnetic field; typically, the arma-ture is the rotating assembly of an electric motor. BLDC See brushless DC motor. brush A stationary conductive rod that rubs on the rotating commutator and conducts current into the armature windings. brushless DC motor (BLDC) The newest type of DC motor that does not use a com-mutator or brushes; instead ... permanent magnets; the brushless motor’s magnets are a part of the rotor assembly). The other magnetic field is created by current flowing through the motor’s windings (the windings of a brush-type motor are contained in the armature (rotor), while the brushless windings are part of the stator assembly. 50kv Brushless Motor E.g. a brushless motor. First tests with the magnetic behavior of this material show, that the magnetic PLA is much less magnetic than common things made of steel. On the positive side the material is not conductive: therefore there is no danger to create short-cuts when winding the coils, and there are no eddy currents. RE: Brushless motor RPM formula As far as I know, (and I may be wrong, it wouldn't be the first time ) the kv rating equals turns per volt. So a 1000kv motor running on a 3S LiPo, or 11.1 volts, would translate to 11.100 rpm, however, battery voltage is higher at peak charge, so you would want to take that into consideration.For this tutorial, I will be using Dynam E-Razor 450 Brushless Motor 60P-DYM-0011 (2750Kv). It is a Delta wound 8T (It means 8 turns) quad wind. The winding pattern described in this tutorial (called an ABC wind - ABCABCABC as you go around the stator) works for any brushless motor with 9 stator teeth and 6 magnets.50kv Brushless Motor How to calculate new dc motor parameters of a modified winding Dc servomotor users sometimes find themselves with the right motor envelope, but the wrong winding characteristics for the job at hand. Brushless DC Motor D eet – 57 BL F s-1 5 B-JB The specifications are believed to be accurate and reliable. However, the suitability has to be determined for a specific application. Specifications are subject to change without notice. 57BLF Series General Specifications Customized solutions on request. Electrical Specifications
/* DC_Brushless_Wye_1 uses the Seeed motor driver board (which is designed to be used with either two brushed DC motors or one two-pole stepper), to drive a DC Brushless motor configured in a "Wye" (three coils, all connected together at one end with the other ends floating) My original design, DC_Brushless_Wye, did this by pulsing three of the ...
Axial Flux Permanent Magnet (AFPM) brushless machines are modern electrical machines with a lot of advantages over their conventional counterparts. They are being increasingly used in consumer electronics, public life, instrumentation and automation system, clinical engineering, industrial electromechanical drives, automobile manufacturing industry, electric and hybrid electric vehicles ...
Brushless Motor Basics Written by Greg Gimlick Selecting the Correct Motor As seen in the Winter 2019 issue of Park Pilot This motor primer is designed to help a normal, everyday park pilot feel comfortable choosing a motor for his or her new project or replacing a motor in an existing airplane.
Brushless Motor Kv is one of the most important factors and variables in efficiency calculation, craft agility, it’s purpose, props dimension calculation, flight time, thrust, etc. In theory, motor kV is increase of rotor rotations per minute (RPM) when the voltage is increased by 1V when running without any load.Size…
axial flux permanent magnet brushless dc (AFPM BLDC)motor with single-phase winding and twophase winding. To study the motor operation, a mathematical dynamic model has been proposed for each of the motor with different winding, which became the basis for simulations that were performed using MATLAB/SIMULINK software package. The
motor current that is much higher than required for the thrust (or vice versa). Disclaimer This is a free tool for you to get a ballpark design for your motor, or to examine the validity of a published motor. I have simplified some of the calculations (like assuming a prop K of 1) to try and simplify the user interface.
Brushless Motor Winding Calculator. November 30, 2020 by masuzi. No 13 winding diagram for an ac 10kw bruhless motor brushless motors design of brushless dc motors pulnikovec wiki makesea. No 13 Winding Diagram For An Ac Motorsimulation Technology Electromechanical Design Jmag Simulation
Motor Winding Calculation. The motor winding wire calculation can be done using an ohmmeter. Connect the positive terminal of the multimeter which is in red color to the positive terminal of the windings of the motor. Similarly, connect the negative terminal which is in black color to the negative terminal of the windings of the motor.
Mar 04, 2010 · The fact that one of the windings is not energized during each sector is an important characteristic of six-step control that allows for the use of a sensorless control algorithm. When a BLDC motor rotates, each winding generates BEMF, which opposes the main voltage supplied to the windings according to Lenz’s Law. A method for the calculation of motor winding inductances is presented in which damping effects due to metallic retainment sleeves and intentionally introduced damper bar (amortisseur) windings are included. The inductance computation method makes use of the combined energy perturbation concept and finite-element field solutions. These parameters are necessary for the prediction of the dynamic ... Brushless Motor Basics Written by Greg Gimlick Selecting the Correct Motor As seen in the Winter 2019 issue of Park Pilot This motor primer is designed to help a normal, everyday park pilot feel comfortable choosing a motor for his or her new project or replacing a motor in an existing airplane.


Easily control lighting and appliances, better understand energy use, and start saving with this effective home automation smart device
Most homeowners are looking for quick ways to save money and cut down on their energy bills now. With easy-to-understand data delivered right to your phone and simple controls to reduce energy waste in your home, improving energy efficiency can happen immediately.
This is how smart plugs can be helpful to you. Smart plugs can be purchased in seconds and will start saving you money and reducing your carbon footprint as soon as it’s plugged in. Here’s how it works:
How to set up a smart plug in your home
Once you purchase a quality smart plug, you want to get it working for you as soon as possible. Luckily, smart plugs are easy-to-use and user-friendly. First, plug it into an outlet. Next, plug an appliance or lighting fixture into the smart plug. Once you’ve done that, download the smart plug’s app and connect your smart plug to your Amazon Alexa or Google Assistant if you have one. Follow any included instructions with the smart plug to make sure your devices are properly connected. By using the smart plug’s app, you’ll be able to control the device from your phone. By connecting the smart plug to your Amazon Alexa or Google Assistant, you’ll also be able to control power through voice commands. Also, if you have an effective smart plug, it won’t take up unnecessary space and prevent another device or appliance from being plugged into the same outlet.
3 ways smart plugs improve your home automation and save energy
Schedule appliances and lighting – Whether it’s activating holiday lights or brewing morning coffee, being able to schedule certain devices to run at the right time can make life more convenient. Additionally, your ability to adjust these schedules on the go from your phone helps you optimize the process. This can be especially helpful for your interior and exterior lighting options. You can sync lamps and outdoor lights to sunrise, sunset, or pre set times automatically.
Power devices on and off remotely – Never want to come home to a dark house again? If you have lighting fixtures plugged into a smart plug, you can switch lights on or schedule it to turn on no matter your location. You can also randomize your lights by using the Away Mode setting to turn on and off randomly to make it look like you’re home even when you’re not. If you want to make sure you keep cool in the summer, but also like to keep your thermostat a little higher to save money, you can schedule a fan to turn on before you even step inside the house.
Never want to worry about leaving an appliance on when you leave? With a smart plug, you can just easily see if a device is still on once you left and turn it off immediately and save yourself a return trip.
Monitor your devices energy use – Now that you are in better control of your home, it’s time to analyze your energy use by device. Your smart plug will allow you to monitor the energy use of every device that’s plugged in and identify its peak times of electricity usage and even its use over time. This level of insight can help you decide whether upgrading an appliance is worth the money. It can help you spot your biggest sources of energy waste.
How much should you pay for an effective smart plug?
Though prices may vary, you should be able to get an effective, affordable smart plug under $50 per plug. Currently, in the Hero Power Shop, you can get a 3-pack of smart plugs for only $84.99 (or less than $29 per smart plug). Before purchasing any device, double-check it includes the features you need.
Once you’ve received your smart plug, you are well on your way to taking greater control of your home’s energy use.


The Enterprise Wireless Alliance (EWA), the national association and leading advocate for business enterprises and private carriers that utilize or support private wireless communications systems, announced today the programming for the 2021 Wireless Leadership Summit that will be held at the Marriott Austin Downtown, in Austin, Texas, November 2-3.
The Wireless Leadership Summit provides business leaders with actionable management and technology ideas, the opportunity to discuss industry trends, and how they may be harnessed for ongoing success.
Keynote: “Wireless Security: The Possible, the Impossible, and What Lies Between,” Todd Humphreys, UT Austin
Dr. Todd Humphreys directs the University of Texas at Austin's Radionavigation Laboratory and is an associate professor in the Department of Aerospace Engineering and Engineering Mechanics. He is considered one of the world’s experts on GPS technology and the security concerns that arise from its use. Dr. Humphreys and researchers from the Radionavigation Laboratory are best known for taking control of a flying drone by hacking into its GPS system to demonstrate how U.S. drones were being controlled by Iraq during the Gulf War, winning a challenge issued by the U.S. Department of Homeland Security.
Program Highlights Include Cybersecurity and In-Building Wireless
The 2021 Wireless Leadership Summit features critical technology updates in key areas that impact the private land mobile radio industry including cybersecurity, private wireless policy, broadband opportunities, in-building wireless deployments, and workforce development. Visit the Summit website to register and view the complete schedule.
Sponsorship and exhibiting opportunities are available. For more information, contact Conference Director Elaine Walsh at email@example.com or by phone at 520-620-0063.


Move over, Google?
WolframAlpha, named after Stephen Wolfram, the British-born computer scientist and inventor behind the project, takes a query and uses computational power to crunch through huge databases.
The service can compute the distance between two cities, the population of a country at a specific date and the position of the Space Shuttle at a given moment. The user does not have to search through links provided by the engine; the answer comes immediately and, if appropriate, is accompanied by charts or graphs. What it does that Google, at the moment, cannot do is provide answers to questions that have not been answered already.


Control Developments have been developing bespoke control and instrumentation systems since 1987, and have made over a hundred systems and products since then. In addition to custom products, we also make a number of ‘generic’ or general purpose products such as Universal CAN controllers, CAN multiplexers, flow velocity instruments, X-ray densitometers and high current motor drives. The products shown here are just a small selection of the many products we have made.
Developed for closed loop control of up to two steering axles. Using other identical modules can provide simultaneous synchronised steering of many axles. Exceptional level of integrity ensures no single failure will cause an unsafe condition.
Application: Military off road vehicle, Municipal vehicles
Gear Box Modulator
Drive-by-wire system. No calibration required once set up. Full hydrostatic drive control package. Can be multiplexed for multi-axis Control. Can control wheeled or tracked drives.
Application: Road sweepers, 4×4’s, 6×6’s, Tracked vehicles
Fuzzy-logic controller optimized for monitoring driver demand, engine rpm, road speed. Gear selection decision making according to user specified drive requirements.
Application: Military off road vehicles, Municipal vehicles
Powerful, generic CAN module with 40 I/O channels. Two processors work in parallel to ensure safe operation. High level of self and remote diagnostics. Protected against salt spray, vibration, immersion, temperature and shock.
Application: Control systems requiring the highest level of reliability, High integrity steering and hydrostatic drive controls
Cost effective logger/diagnostic unit provides Health & Usage Monitoring System and Vehicle Information Management system functions. Large memory allows continuous logging for years. Provides real time output. The unit can also be programmed to pre-emptively anticipate reduced reliability before a failure in the field occurs.
Application: Military off road vehicles, Fleet vehicles, Municipal vehicles
Remote Control Unit
A seven axis proportional remote controller available in cable or radio link versions. Used by US Marine Corps.
Application: Military servo positioning
Sophisticated low-cost full electro-hydraulic controller. Programmable via standard laptop. All inputs & outputs fully protected. Inbuilt drive-by-wire capability.
Application: Road sweepers
CAN compatible control system. Full on board diagnostics. All I/O fully protected.
Application: Road sweepers
Graphical User Interface unit, optimized for vehicle and plant applications. 240 x 128 screen with backlight, two separate CAN ports, and a wide range of flexible inputs and outputs.
Application: Mobile plant, Road sweepers, Gritters, Marine applications, Generator controllers
High current, high power SSR driver. Ultra robust construction. Internal intelligent current sensing. Used with DATIC for precise control.
Application: Road paving machines
Precision 16 bit analogue to CAN converter. Suitable for harsh environments. Capable of very fast throughput. Butterworth filter built in.
Application: Precision closed loop Servo valve controllers, Servo positioners, Precision instrumentation
Gear Box Controller
Fuzzy logic gearbox controller. Totally immersible. Simple, robust, reliable! Built to military spec.
Application: Military off road vehicles
Intelligent electronic control system which communicates using the CAN standard within a vehicle and has the capability to manage the engine and hydrostatic transmission.
Application: Hydrostatic drive vehicles
Full CAN I/O module. Totally immersible. Stand-alone control capability. Large range of I/O capability.
Application: Road sweepers
Precision multi-purpose controller. Optimised for Diesel or Electric heating control. IP66 sealed, robust, weatherproof. Simple ergonomic operation with LCD readout. Wipe-clean surface.
Application: Asphalt temperature control
A military grade active suspension controller for use by the British Army – an example of our bespoke design and build capability.
Application: Military off road vehicle
Intelligent ultrasonic sensor. Uses fuzzy logic to determine head-of-material. Provides full closed loop control. Settable by pot or button. Intelligent thermal compensation built in.
Application: Conveyor and head-of-material control
Low cost and reliable. Secure communication even in bright sunlight. 30 metre range. Individual security code available.
Application: Agricultural, Gritters
A module optimised for automotive control for special vehicle applications. It has 22 channels of high current output, analogue inputs, dual CAN ports and high current bridge outputs, as well as 16 flexible digital/analogue inputs for high or low side switches. Options include keyfob control and a
GPRS remote telemetry mode for data downloading as well as software uploading.
Application: PTO control, Generator and compressor controls, Wheelchair access vehicles,
HOD hydrogen generators, Engine key-out systems etc.
High Current Bridge Drive
This is a high current (15 Amp) 12-24 Volt bridge driver capable of driving DC motors in a precise way. The circuitry includes current sensing for collision detection, sensorless speed and position sensing, fully user programmable features such as ramps, dwell times, and a CAN interface option to integrate with automotive systems. The system also has an ignition detect circuit so it can be reliably de-powered when the ignition is on, meaning it can be fitted to vehicles without reg 10 certification being required. It also has a keyfob remote control action.
Application: Truck tail lifters, Winch controls, High current DC motors
Heavy Lift Controller
Package of CAN Nodes, networked together to provide synchronised lift of ultra-heavy loads. Capable of great accuracy at low speeds, has safety and override structure.
Application: Ultra-heavy lift, Distributed load lifting and lowering, Abnormal load manipulation


74084: Spatial Statistics and Visualization with R (M21)SWS: 2
Credit Points: 3
Exercise, 3 ECTS
Spatial data require specific methods of analysis. The aim of this exercise is the development of skills in dealing with different types of spatial datasets. The focus is on learning statistical methods for the analysis of spatial patterns.
Different methodological approaches will be presented and practically implemented with the statistical software R. An exemplary selection of covered topics are: Visualization of spatial data, spatial point pattern analysis, variograms, and the modeling of areal data using SAR and CAR models.


Electric Submersible Pumps
The Electric Submersible Pump (ESP) has revolutionized water management in the arid region of Sanas Engineering in Pune India, where water scarcity has been a pressing issue for years. This article delves into the technology, applications, and benefits of electric submersible pumps, which have become a game-changer for agricultural, industrial, and domestic water supply needs. Let's explore how this remarkable invention is transforming the lives of the people of Sanas Engineering.
An electric submersible pump, commonly known as an ESP, is a versatile device designed to operate underwater. It consists of a hermetically sealed motor tightly integrated with a pump that facilitates the smooth movement of water from lower to higher levels. The design of the electric submersible pump allows it to function efficiently even when submerged deep into wells or boreholes.


Digital Palaeontology Support System
Data associated with each of the new fossil sites being studied as part of The Winton Dinosaur Project, along the fossils they contain, is being recording in a GIS-based Digital Palaeontology Support System (DPSS). This system is being designed by Dr John Hayes, from the School of Design and Built Environment, Queensland University of Technology.
The DPSS will be used to manage field processing procedures, digital data collection and taphonomic analysis. The system will incorporate and enhanced visualisation capability (EVC), allowing aerial, surface and sub-surface navigation of the new sites in a digital 3D immersive environment. The developement and inclusion of this capability is viewed as a fundamental and innovative means of analysing the taphonomic characteristics of vertebrate sites in the blacksoil plains of western Queensland. It is anticipated that the EVC will be applicable to the study of other palaeontological sites, both within Australia and overseas.


How long rechargeable batteries last depends on what device the battery is powering and how long it is turned on.
Rechargeable batteries should hold their charge longer while not in use. The lifespan of rechargeable batteries can be up to 7 years.
Rechargeable batteries are used in various garden tools, such as battery powered hedge-trimmers and lawn mowers. How long rechargeable batteries last in these cordless tools will depend on the Amp Hours (Ah) of the battery. The higher the Ah, the longer it lasts.


Indoor positioning of a moving iBeacon, using trilateration and three ESP32 development modules.
ESP32 modules report all beacons they see, to MQTT topic.
Dashboard subscribes to this topic, and shows the location of beacons which are seen by all three stations.
E2 is a BLE (Bluetooth Low Energy / version smart 5.0 / 2.4GHz) Beacon with PA optional. http://bit.ly/2H3ovWV Cover the range to Dia 300m more and reduce the power comsuption to 35uA average only
As it is an active tag, it has 4 pcs AA battery and been developed to work with iOS 7.0 and Android 4.3+System competible.
It will always broadcast the iBeacon, eddystone frames that you set, you could download our APP ” BeaconSET+ ” setting the parameters. http://bit.ly/2H3ovWV
In this video you learn What is iBeacon? Definition of iBeacon.
iBeacon is a protocol developed by Apple and introduced at the Apple Worldwide Developers Conference in 2013. Various vendors have since made iBeacon-compatible hardware transmitters – typically called beacons – a class of Bluetooth low energy (BLE) devices that broadcast their identifier to nearby portable electronic devices. The technology enables smartphones, tablets and other devices to perform actions when in close proximity to an iBeacon.
iBeacon is based on Bluetooth low energy proximity sensing by transmitting a universally unique identifier picked up by a compatible app or operating system. The identifier and several bytes sent with it can be used to determine the device’s physical location, track customers, or trigger a location-based action on the device such as a check-in on social media or a push notification.
Text: Text of this video has been taken from Wikipedia, which is available under the Creative Commons Attribution-ShareAlike License
Pavia Tour is a new interactive app for the visit of historic churches and monuments: an engaging technology available to citizens and the many visitors coming to Pavia to discover the city in a totally new and original way.
Pavia Tour is available on Google Play Store and on iOS App Store, you can find all information on www.paviatour.it
See how exhibitors are using iBeacon devices to interact with visitors to the Bett Show in London this year. This is part of a wider use of iBeacon solutions at the show, from the official Bett App to companies such as Stormfront showing the educational benefits of iBeacon.


Change in bus routes and timings— March 28, 2023
15th March 2023 marked one year of ELCITA’s free shuttle bus service between Electronics City Industrial Township and the Silk Institute Metro Station on Kanakapura road. Owing to the popularity of…
Electronics City Industrial Township Authority
Help-line Number: 080-4660-2222
Networking major Cisco on Wednesday announced that it has inked a pact with the Electronics City Industrial Association (ELCIA) to develop Asia’s first Internet of Things (IoT) hub here. An area of five square kilometres has been earmarked to develop a ‘living’ IoT lab where the latest sensor-based technology will be deployed to create a smart city environment.
read more: http://www.thehindu.com/news/cities/bangalore/cisco-to-develop-asias-first-internet-of-things-hub-in-bangalore/article6170807.ece
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Mikhail Spivakov and lab (MRC LMS; Imperial College London)
DNA regulatory elements such as enhancers are often located large genomic distances away from the genes they control (up to millions of base pairs). It is generally accepted however that these elements typically exert their effects by coming into physical proximity with their target genes through 3D chromosomal contacts.
The recently proposed ABC model (Fulco et al., Nat Genet 2019) predicts gene expression using data on the activity of enhancers and their contacts with gene promoters in 3D.
As a source of 3D chromosomal contacts, the ABC model uses data from Hi-C (Lieberman-Aiden et al., Nature 2009), a high-throughput biochemical technique that is based on proximity ligation of DNA fragments that co-localise in 3D followed by detection by sequencing. This technique can theoretically profile the contacts between all pairs of DNA fragments in a cell’s nucleus, but it suffers from limited sensitivity due to the fact that enormous amounts of sequencing are required to detect these contacts robustly. Various techniques have been developed to enrich the material for contacts of interest, including Capture Hi-C (Schoenfelder et al., Genome Res 2015; Mifsud et al. Nat Genet 2015) and HiChIP (Mumbach et al., Nat Meth 2016).
The aim of this project is to test whether using Capture Hi-C data processed in different ways instead of low-resolution Hi-C improves the predictive power of the ABC model against gold-standard CRISPR-mediated repression datasets.
Desired skill level
This project requires an intermediate level of R or another scripting language, experience of working with large datasets and epigenomic analysis tools. Basic understanding of gene regulation and genomic assays is desirable.