2021
DOI: 10.48550/arxiv.2108.07799
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An Extensible Benchmark Suite for Learning to Simulate Physical Systems

Karl Otness,
Arvi Gjoka,
Joan Bruna
et al.

Abstract: Simulating physical systems is a core component of scientific computing, encompassing a wide range of physical domains and applications. Recently, there has been a surge in data-driven methods to complement traditional numerical simulations methods, motivated by the opportunity to reduce computational costs and/or learn new physical models leveraging access to large collections of data. However, the diversity of problem settings and applications has led to a plethora of approaches, each one evaluated on a diff… Show more

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