Tag: LLNL

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Deep Learning

Deep Learning Surrogate Models Outperform Simulators

Source: rtinsights.com New research from the Lawrence Livermore National Laboratory (LLNL) demonstrated deep learning surrogate models performing as well, and sometimes better, than more expensive simulators. The researchers tested the surrogate model on complicated inertial confinement fusion problems and found it could accurately emulate scientific processes, while also reducing compute time from half an hour to a Read More

Reinforcement Learning

LLNL computer scientists explore deep learning to improve efficiency of ride-hailing and autonomous electric vehicles

Source: newswise.com Newswise — The future of commuter traffic probably looks something like this: ride-hailing companies operating fleets of autonomous electric vehicles alongside an increasing number of semi-autonomous EVs co-piloted by humans, all supported by a large infrastructure of charging stations. This scenario is particularly likely in California, which has committed to reducing carbon emissions Read More