Up to two billion times acceleration of scientific simulations with deep neural architecture search

17 Jan 2020M. F. KasimD. Watson-ParrisL. DeaconuS. OliverP. HatfieldD. H. FroulaG. GregoriM. JarvisS. KhatiwalaJ. KorenagaJ. Topp-MugglestoneE. ViezzerS. M. Vinko

Computer simulations are invaluable tools for scientific discovery. However, accurate simulations are often slow to execute, which limits their applicability to extensive parameter exploration, large-scale data analysis, and uncertainty quantification... (read more)

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