Scientists pioneer use of Deep Learning for Real-Time Gravitational Wave discovery

Scientists pioneer use of deep learning for real-time gravitational wave discovery

Blue Waters numerical relativity simulation of two colliding black holes with the open source, numerical relativity software, the Einstein Toolkit. Authors: R. Haas and E. Huerta (NCSA/University of Illinois); Visualization: R. Haas.

Scientists at the National Center for Supercomputing Applications (NCSA), at the University of Illinois at Urbana-Champaign, have pioneered the use of GPU-accelerated deep learning for rapid detection and characterization of gravitational waves. This new approach will enable astronomers to study gravitational waves using minimal computational resources, reducing time to discovery and increasing the scientific reach of gravitational wave astrophysics. This innovative research was recently published in Physics Letters B.

Combining deep learning algorithms, numer...

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What are Memories Made Of?

AKT isoforms have distinct hippocampal expression and roles in synaptic plasticity. eLife, 2018 DOI: 10.7554/eLife.30640.001

AKT isoforms have distinct hippocampal expression and roles in synaptic plasticity. eLife, 2018 DOI: 10.7554/eLife.30640.001

New study sheds light on key protein. For 5 years, the assistant professor of integrative physiology at CU Boulder has been working to better understand a protein called AKT, which is ubiquitous in brain tissue and instrumental in enabling the brain to adapt to new experiences and lay down new memories. Until now, scientists have known very little about what it does in the brain. But in a new paper funded by the National Institutes of Health, Hoeffer and his co-authors spell it out for the first time, showing that AKT comes in 3 distinct varieties residing in different kinds of brain cells and affecting brain health in very distinct ways...

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FUGIN Project: The most Detailed Radio Map of the Milky Way

Radio map of the Milky Way obtained by FUGIN project. Top: Three color (false color) radio map of the Milky Way (l=10-50 deg) obtained by the FUGIN Project. Red, green, and blue represent the radio intensities of 12CO, 13CO, and C18O, respectively. Second Line: Infrared image of the same region obtained by the Spitzer Space Telescope. Red, green, and blue represent the intensities of 24μm, 8μm, and 5.8μm radio waves respectively. Top Zoom-In: Three color radio map of the Milky Way (l=12-22 deg) obtained by the FUGIN Project. The colors are the same as the top image. Lower-Left Zoom-In: Enlarged view of the W51 region. The colors are the same as the top image.Lower-Right Zoom-In: Enlarged view of the M17 region. The colors are the same as the top image.

Radio map of the Milky Way obtained by FUGIN project. Top: Three color (false color) radio map of the Milky Way (l=10-50 deg) obtained by the FUGIN Project. Red, green, and blue represent the radio intensities of 12CO, 13CO, and C18O, respectively. Second Line: Infrared image of the same region obtained by the Spitzer Space Telescope. Red, green, and blue represent the intensities of 24μm, 8μm, and 5.8μm radio waves respectively. Top Zoom-In: Three color radio map of the Milky Way (l=12-22 deg) obtained by the FUGIN Project. The colors are the same as the top image. Lower-Left Zoom-In: Enlarged view of the W51 region. The colors are the same as the top image.Lower-Right Zoom-In: Enlarged view of the M17 region. The colors are the same as the top image.

Astronomers have conducted a large...

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A New Approach to Rechargeable Batteries

A type of battery first invented nearly five decades ago could catapult to the forefront of energy storage technologies, thanks to a new finding by researchers at MIT. Credit: Illustration modified from an original image by Felice Frankel

A type of battery first invented nearly five decades ago could catapult to the forefront of energy storage technologies, thanks to a new finding by researchers at MIT. Credit: Illustration modified from an original image by Felice Frankel

A new battery technology, based on a metal-mesh membrane and electrodes made of molten sodium and nickel chloride, could open the way for more intermittent, renewable power sources on the grid. It could make wind and solar capable of delivering reliable baseload electricity...

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