A significant advance in the use of machine learning (ML) algorithms could accelerate fusion energy research. Previous research at the Massachusetts Institute of Technology (MIT) has shown how physicists can utilize machine learning techniques to conduct their research, such as tracking plasma turbulence during fusion experiments. The post Berkeley Lab Boosts Fusion Research Using ML […]

Large language models (LLMs) often require substantial computing resources that are usually met by high-performance hardware. These systems are built to handle vast amounts of data and execute the intricate calculations that power these models. The post Research Suggests Powerful AI Models Now Possible Without High-End Hardware appeared first on HPCwire.

Over the next two years, the number of liquid-cooled data centers is projected to grow from less than 1 percent of the market to about 30 percent of all installations. The reason behind such spectacular growth is clear – the power of the processors is growing rapidly every 6 months, and so is the power […]

Using accelerators in HPC has pushed performance to new levels. Starting with early GPUs, the ability to take advantage of the parallel processing hardware (in the form of SIMD processing) has been a huge boon for HPC performance. As a result, the HPC market has been a big driver for GPU designs, including features like […]

A recent collaboration involving Merck, Amgen, Deloitte, and QuEra Computing has explored a novel approach—quantum reservoir computing (QRC)—to better handle these small-data scenarios for molecular property prediction. The success of this project not only illuminates the potential of QRC in drug discovery but also suggests broader applications in time-series analysis, missing-data imputation, and biomarker detection. […]

There’s a race around the world to build the next Silicon Valley, but for quantum computing. Quantum advocates see riches, influence, and maybe redemption for sites like south Chicago. The Illinois Quantum and Microelectronics Park is being built on the site of US Steel’s South Works, which closed in 1992. The post Chicago’s Bet on […]

Researchers from China have reported using a quantum computer to fine-tune a 1 billion parameter AI model according to an article today in the state-run Global Times. This would be a first for a project of that scale. Using quantum computers to generate high quality data for training and for fine-tuning AI models is thought […]

The race to build ever-larger language models is being driven by the assumption that more pre-training data equals better performance. It’s no surprise that AI companies have been scrambling to find enough quality data to train their AI models, often resorting to creating synthetic data to build and fine-tune the AI models. But what if […]

Your data is yours, right? It seems like a simple question, but thanks to a little-known loophole in federal law, US regulators are can access your private data without a warrant as long as it’s being stored by a third party. The so-called “third-party doctrine” could be reconsidered in a case currently before the Supreme […]

For the fifth year, Texas A&M University High Performance Research Computing (TAMU-HPRC) is sponsoring two GenCyber Camps for students entering grades 8-12. The camps will be held June 2-6 and June 23-27 from 8:00 a.m. to 5:15 p.m. on the Texas A&M campus in College Station. Among activities are Cryptography with Python Coding, Safe Online […]