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07/01/2022
Learning to correct spectral methods for simulating turbulent flows
Despite their ubiquity throughout science and engineering, only a handfu...
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12/31/2021
Learned Coarse Models for Efficient Turbulence Simulation
Turbulence simulation with classical numerical solvers requires very hig...
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10/12/2021
Learning ground states of quantum Hamiltonians with graph networks
Solving for the lowest energy eigenstate of the many-body Schrodinger eq...
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02/22/2021
Variational Data Assimilation with a Learned Inverse Observation Operator
Variational data assimilation optimizes for an initial state of a dynami...
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01/28/2021