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XifengZhang/FM4PDE-pde-data

FM4PDE PDE Data Datasets for Guided Flow Matching for Forward and Inverse PDE Problems with Sparse Observations: Algorithm and Theory, by Xifeng Zhang and Jin Zhao. The data cover eleven PDE families and are used to train and evaluate FM4PDE for forward and inverse problems with sparse observations. Paper on arXiv · FM4PDE on GitHub · Pretrained models Dataset overview All 89 files are available. The dataset contains 55 training files, 29 test files, and 5… See the full description on the dataset page: https://huggingface.co/datasets/XifengZhang/FM4PDE-pde-data.

Author / organizationXifengZhang
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Created28 September 2026
Last updated at source1 October 2026
scientific-machine-learningphysics-informed-machine-learningpartial-differential-equationsflow-matchingforward-problemsinverse-problemssparse-observations
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