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tum-pbs/apebench

[Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled Training; Rollout Metrics)

Owner
tum-pbs (organization)
Stars
Stars: 111
Forks
Forks: 2
Language
Python
License
MIT
Created
2024
Topics
autoregressive-neural-networksbenchmarkdeep-learningdifferentiable-physicspdesurrogate-modelsneural-emulationunrolled-training
Tier
Prototype (100 to 249 ★) What this tier means
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