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  1. thuml/Neural-Solver-Library thuml/Neural-Solver-Library Public

    A Library for Advanced Neural PDE Solvers.

    Python 350 28

  2. thuml/Time-Series-Library thuml/Time-Series-Library Public

    A Library for Advanced Deep Time Series Models for General Time Series Analysis.

    Python 13.1k 2k

  3. thuml/Transolver thuml/Transolver Public

    About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/2402.02366

    Python 433 75

  4. thuml/Autoformer thuml/Autoformer Public

    About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

    Jupyter Notebook 2.5k 496

  5. Physics-Scaling/GeoPT Physics-Scaling/GeoPT Public

    Official Code for "GeoPT: Scaling Physics Simulation via Lifted Geometric Pre-Training" (ICML 2026) https://arxiv.org/pdf/2602.20399

    Python 277 33

  6. thuml/Corrformer thuml/Corrformer Public

    About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, 2023. https://www.nature.com/articles/s42256-023-00667-9

    Python 187 27

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