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APEBench: Benchmark for Neural PDE Emulators by qqydss is a document available to read on EtoBox.

What is APEBench: Benchmark for Neural PDE Emulators about?

APEBench is a benchmark suite designed to evaluate autoregressive neural emulators for solving partial differential equations (PDEs), offering a comprehensive framework that integrates a differentiable simulation environment with efficient pseudo-spectral methods for 46 distinct PDEs across various dimensions. It emphasizes the interaction between neural emulators and classical numerical methods, providing unique identifiers for PDE dynamics and focusing on unrolled training and rollout metrics to assess te

Author

qqydss

Language

EN