1.1k citations · 1.2k across the 5 of their papers we have counts for
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cs.LG2022★ 15 cited
Learning to correct spectral methods for simulating turbulent flows
Gideon Dresdner, Dmitrii Kochkov, Peter Norgaard +4
Despite their ubiquity throughout science and engineering, only a handful of partial differential equations (PDEs) have analytical, or closed-form solutions. This motivates a vast…
physics.comp-ph2022★ 4 cited
Optimal control of nonequilibrium systems through automatic differentiation
Megan C. Engel, Jamie A. Smith, Michael P. Brenner
Controlling the evolution of nonequilibrium systems to minimize dissipated heat or work is a key goal for designing nanodevices, both in nanotechnology and biology. Progress in com…