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conftrace_

scientific machine learning

28 papers

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Also known as

SCIML

Co-occurring keywords · papers mentioning both

partial differential equation (14) neural operator (4) physics-informed neural network (3) neural network (2) domain decomposition (2) foundation model (2) neural ordinary differential equation (2) inverse problem (2) dynamical system (2) automatic differentiation (2)

Papers

PDEBench: An Extensive Benchmark for Scientific Machine Learning NeurIPS 2022 Characterizing possible failure modes in physics-informed neural networks NeurIPS 2021 Nonseparable Symplectic Neural Networks ICLR 2021