unrolled-training

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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)

benchmark deep-learning pde surrogate-models autoregressive-neural-networks differentiable-physics neural-emulation unrolled-training

Updated Nov 6, 2024
Python

Ceyron / trainax

Star

Training methodologies for autoregressive neural operators in JAX.

deep-learning optimization timeseries-forecasting autoregressive-models optax differentiable-physics unrolled-training

Updated Nov 5, 2024
Python

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