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NEWS
Sierra supercomputer and National Ignition Facility photos combined with abstract graphic representing experimental data and simulations

Deep learning-based surrogate models outperform simulators and could hasten scientific discoveries

June 17, 2020

Surrogate models supported by neural networks could lead to new insights in complicated physics problems such as inertial confinement fusion.

Computational Science | Data Science | Deep Learning | Scientific ML
NEWS
renderings of COVID-19 virus particles

CASC Newsletter | Vol 9 | June 2020

June 8, 2020

Highlights include response to the COVID-19 pandemic, high-order matrix-free algorithms, and managing memory spaces.

AI/ML | Biology/Biomedicine | Computational Math | Computational Science | Critical Infrastructure
NEWS
series of images depicting the progression of a patient (current state) diagnosed with COVID-19

Lab team studies calibrated AI and DL models to more reliably diagnose and treat disease

May 29, 2020

A team led by an LLNL computer scientist proposes a deep learning approach aimed at improving the reliability of classifier models for predicting disease types from diagnostic images.

AI/ML | Biology/Biomedicine | Computational Science | Data Science | Deep Learning
NEWS

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