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Primeur weekly 2018-04-16

Focus

GO FAIR initiative to create implementation networks for stewardship of data ...

Quantum computing

Atos Quantum Learning Machine can now simulate real qubits ...

UCSB/Google researchers in quantum computing professor John Martinis' group outline their plan for quantum supremacy ...

New qubit now works without breaks ...

Prototype of most advanced quantum memory presented by two Kazan universities ...

The thermodynamics of computing ...

Focus on Europe

GÉANT confirms Erik Huizer as CEO ...

ISC launches Travel Grant Programme to enable students and young researchers to attend the conference ...

Student develops gaming technology for environmental and scientific research ...

Prof. Dr. Xiaoxiang Zhu wins the 2018 PRACE Ada Lovelace Award for HPC ...

Academia and industry collaborate to drive UK supercomputer adoption ...

Middleware

Queen Mary University of London HPC cluster performance increases several orders of magnitude, saving time and cost ...

Hardware

University of Texas hires next director of no. 1 ranked computational institute ...

James Ang joins Pacific Northwest National Laboratory as chief scientist for computing ...

Fujitsu commences sales of PRIMERGY x86 server aimed at data centre companies ...

Tohoku University deploys vSMP Foundation for "The Supercomputer System" ...

Chinese leading weather research institute selected Mellanox InfiniBand, replacing OmniPath in an existing data centre ...

Valleytronics discovery could extend limits of Moore's Law ...

Top HPC clusters and workstations for AI, ML developed by Nor-Tech ...

Demonstration of world record: 159 Tb/s transmission over 1,045 km with 3-mode fiber ...

Applications

Boston partners with Excelero and Pixit Media at NAB to demo joint solution for media workflows ...

Fujitsu launches "Heart Explorer" to study heart behaviour ...

U.S. Department of Energy supports doctoral research into on-site analysis of supercomputer simulations ...

Scientists use machine learning to speed discovery of metallic glass ...

Machine learning could help search for gravitational waves ...

Artificial Intelligence can now detect gravitational waves ...

Jon Bashor retires after 27 years of service to national labs ...

Research and software: perspectives from different communities ...

The background hum of space could reveal hidden black holes ...

How to catch a fish genome with Big Data ...

Translational research community debates on the EGA and its impact on health ...

The Cloud

Capitalizing on the opportunity of hybrid cloud in HPC ...

St. Jude Cloud launches for researchers worldwide ...

Artificial Intelligence can now detect gravitational waves

13 Apr 2018 Urbana-Champaign - At the April American Physical Society Meeting, researchers from the National Center for Supercomputing Applications (NCSA) at Illinois, continued to build on their groundbreaking research on deep learning astronomy with a new article, "Classification and Clustering of LIGO Data with Deep Transfer Learning", which has been accepted for publication inPhysics Review D.

Researcher, Daniel George featured in a live webcasting on April 15, discussing the results of "Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation with Real LIGO Data".

"This article shows that we can automatically detect and group together noise anomalies in data from the LIGO detectors by using artificial intelligence algorithms based on neural networks that were already pre-trained to classify images of real-world objects", stated research scientist, Eliu Huerta.

NCSA Gravity Group researchers, Daniel George, Eliu Huerta and Hongyu Shen leveraged NCSA resources from its Innovative Systems Laboratory, Einstein Toolkit and NCSA's Blue Waters supercomputer. Also critical to this research were the GPUs - Tesla P100 and DGX-1 - provided by NVIDIA, which enabled an accelerated training of neural networks. Wolfram Research also played an important role, as the Wolfram Language was used in creating this framework for deep learning.

Daniel George and Eliu Huerta began a new chapter in gravitational wave astronomy with their groundbreaking research, "Deep Neural Networks to Enable Real-time Multimessenger Astronomy", which was also published inPhysical Review D. This was the first application of deep learning for gravitational wave astrophysics, establishing the power of deep learning to outperform other gravitational wave detection and parameter estimation algorithms when applied to simulated gravitational wave data.

These results were confirmed with outstanding accuracy when this method could detect real signals in raw LIGO data, resulting in a subsequent paper, "Deep Learning for Real-time Gravitational Wave Detection and Parameter Estimation: Results with Advanced LIGO Data", published inPhysics Letter B.

The April American Physical Society Meeting will be held April 14-17, 2018 in Columbus, Ohio. Ten members from the NCSA Gravity Group will present their research encompassing numerical relativity, gravitational wave astronomy and applications of HPC for large scale gravitational wave discovery.

Source: National Center for Supercomputing Applications - NCSA

Back to Table of contents

Primeur weekly 2018-04-16

Focus

GO FAIR initiative to create implementation networks for stewardship of data ...

Quantum computing

Atos Quantum Learning Machine can now simulate real qubits ...

UCSB/Google researchers in quantum computing professor John Martinis' group outline their plan for quantum supremacy ...

New qubit now works without breaks ...

Prototype of most advanced quantum memory presented by two Kazan universities ...

The thermodynamics of computing ...

Focus on Europe

GÉANT confirms Erik Huizer as CEO ...

ISC launches Travel Grant Programme to enable students and young researchers to attend the conference ...

Student develops gaming technology for environmental and scientific research ...

Prof. Dr. Xiaoxiang Zhu wins the 2018 PRACE Ada Lovelace Award for HPC ...

Academia and industry collaborate to drive UK supercomputer adoption ...

Middleware

Queen Mary University of London HPC cluster performance increases several orders of magnitude, saving time and cost ...

Hardware

University of Texas hires next director of no. 1 ranked computational institute ...

James Ang joins Pacific Northwest National Laboratory as chief scientist for computing ...

Fujitsu commences sales of PRIMERGY x86 server aimed at data centre companies ...

Tohoku University deploys vSMP Foundation for "The Supercomputer System" ...

Chinese leading weather research institute selected Mellanox InfiniBand, replacing OmniPath in an existing data centre ...

Valleytronics discovery could extend limits of Moore's Law ...

Top HPC clusters and workstations for AI, ML developed by Nor-Tech ...

Demonstration of world record: 159 Tb/s transmission over 1,045 km with 3-mode fiber ...

Applications

Boston partners with Excelero and Pixit Media at NAB to demo joint solution for media workflows ...

Fujitsu launches "Heart Explorer" to study heart behaviour ...

U.S. Department of Energy supports doctoral research into on-site analysis of supercomputer simulations ...

Scientists use machine learning to speed discovery of metallic glass ...

Machine learning could help search for gravitational waves ...

Artificial Intelligence can now detect gravitational waves ...

Jon Bashor retires after 27 years of service to national labs ...

Research and software: perspectives from different communities ...

The background hum of space could reveal hidden black holes ...

How to catch a fish genome with Big Data ...

Translational research community debates on the EGA and its impact on health ...

The Cloud

Capitalizing on the opportunity of hybrid cloud in HPC ...

St. Jude Cloud launches for researchers worldwide ...