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Analog Chips Find a New Lease of Life in Artificial Intelligence

December 27th, 2022 |
AI mind concept art

The need for speed is a hot topic among participants at this week’s AI Hardware Summit – larger AI language models, faster chips and more bandwidth for AI machines to make accurate predictions. The post Analog Chips Find a New Lease of Life in Artificial Intelligence appeared first on HPCwire.

Predicting and Preventing Pandemics is Goal of New NSF Awards

December 26th, 2022 |
nsf

The potential for future pandemics is an ever-present and growing threat, whether they are due to known diseases like monkeypox or Ebola, or an as-yet-unknown infection. Nearly $26 million in new awards from the U.S. National Science Foundation (NSF) will support interdisciplinary investigations and collaborations that aim to predict and prevent the next infectious disease […]

Machine Learning Helps Scientists Peer (a Second) into the Future

December 23rd, 2022 |
machine learning

Using a new type of machine learning method called next generation reservoir computing, researchers at The Ohio State University have recently found a new way to predict the behavior of spatiotemporal chaotic systems – such as changes in Earth’s weather – that are particularly complex for scientists to forecast. Source: Tatyana Woodall, Ohio State University […]

Top Supercomputers to Shake Up Earthquake Modeling

December 22nd, 2022 |
soil box berkley

Two DOE-funded projects — and a bunch of top supercomputers — are converging to improve our understanding of earthquakes and enable the construction of more earthquake-resilient buildings and infrastructure. The first, more grounded project: the Large-Scale Laminar Soil Box System, via which enormous amounts of soil can be shaken by a hydraulic platform to simulate […]

DOE National Laboratory Makes History by Achieving Fusion Ignition

December 20th, 2022 |
ignition graphic

— The U.S. Department of Energy (DOE) and DOE’s National Nuclear Security Administration (NNSA) today announced the achievement of fusion ignition at Lawrence Livermore National Laboratory (LLNL)—a major scientific breakthrough decades in the making that will pave the way for advancements in national defense and the future of clean power. The post DOE National Laboratory […]

Computing Leaders Release Scorecard for IEEE Computer Society’s 2022 Tech Predictions

December 19th, 2022 |
tech predictions scorecard

The IEEE Computer Society (IEEE CS) known for reporting top technology trends in computing, today reveals the official scorecard for its 2022 Technology Predictions. The scorecard for the 2022 predictions indicates the level of performance and impacts achieved for currently trending technologies against the projections made in January 2022. The IEEE CS Technology Predictions for […]

German Researchers Improve Climate Models with Machine Learning

December 16th, 2022 |
climate model

Computers already use artificial intelligence to improve the resolution of fuzzy images, to create images imitating the style of particular painters based on photographs, and to render realistic portraits of people who do not actually exist. The underlying method is based on what are referred to as GANs (Generative Adversarial Networks). Source: Technische Universität München […]

Designs to Overcome Challenges to Deep Learning Infrastructure

December 14th, 2022 |
deep learning

With use cases like computer vision, natural language processing, predictive modeling, and much more, deep learning (DL) provides the kinds of far-reaching applications that change the way technology can impact human existence. The possibilities are limitless, and we’ve just scratched the surface of its potential. The post Designs to Overcome Challenges to Deep Learning Infrastructure […]

AI Predicts Physics of Future Fault Slip in Laboratory Earthquakes

December 13th, 2022 |
seismograph

An artificial-intelligence approach borrowed from natural-language processing — much like language translation and auto-fill for text on your smartphone — can predict future fault friction and the next failure time with high resolution in laboratory earthquakes. The technique, applying AI to the fault’s acoustic signals, advances previous work and goes beyond by predicting aspects of […]

Engineers Work on New Material for Computer Chips

December 12th, 2022 |
computer chip

The amount of energy used for computing is climbing at an exponential rate. Business intelligence and consulting firm Enerdata reports that information, communication and technology accounts for 5% to 9% of total electricity consumption worldwide. Source: Karen Walker, University of Virginia School of Engineering and Applied Science & phys.org The post Engineers Work on New […]