Dataset · Hugging Face

suanlab/PINNBench

Name: PINNBench
Creator: suanlab
License: apache-2.0
Keywords: task_categories:other, language:en, license:apache-2.0, size_categories:n<1K, modality:image, modality:tabular, modality:text, region:us, physics-informed-neural-networks, pinn, pde, benchmark, evaluation, routing, causal-loss

PINNBench A controlled benchmark for evaluating training-policy selection in hybrid Physics-Informed Neural Network (PINN) and neural-operator solvers. PINNBench accompanies the paper "PINNBench: A Benchmark and Evaluation Study of Training Policy Selection in Hybrid PINN-Operator Solvers" (NeurIPS 2026, Evaluations and Datasets Track). Code: https://github.com/suanlab/PINNBench. What is in this repository This Hugging Face dataset hosts the benchmark protocol… See the full description on the dataset page: https://huggingface.co/datasets/suanlab/PINNBench.

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Author / organization	suanlab
License (as declared)	apache-2.0
Downloads	606 (as reported by Hugging Face)
Likes	0
Created	6 October 2026
Last updated at source	6 October 2026

physics-informed-neural-networkspinnpdebenchmarkevaluationroutingcausal-lossfourier-neural-operatordeeponetscientific-machine-learning

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