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math.NA2021★ 1 cited
Semi-Implicit Neural Solver for Time-dependent Partial Differential Equations
Suprosanna Shit, Ivan Ezhov, Leon Mächler +6
Fast and accurate solutions of time-dependent partial differential equations (PDEs) are of pivotal interest to many research fields, including physics, engineering, and biology. Ge…
math.NA2019★ 2 cited
Implicit Neural Solver for Time-dependent Linear PDEs with Convergence Guarantee
Suprosanna Shit, Abinav Ravi Venkatakrishnan, Ivan Ezhov +3
Fast and accurate solution of time-dependent partial differential equations (PDEs) is of key interest in many research fields including physics, engineering, and biology. Generally…