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@MathEXLab

MathEXLab

Mathematical Engineering and Computational Laboratory

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  1. PySPOD PySPOD Public

    A Python package for spectral proper orthogonal decomposition (SPOD).

    Jupyter Notebook 128 37

  2. TLR TLR Public

    Python code and Jupyter notebooks support the manuscript "Time-lagged recurrence: A data-driven method to estimate the predictability of dynamical systems," which introduces the Time-Lagged Recurre…

    Jupyter Notebook 19 4

  3. PCNN-GCM PCNN-GCM Public

    PCNN-GCM is a self-adaptive physical constraint neural network architecture, CondensNet, incorporating a condensation correction network (ConCorrNet) to correct unphysical condensation processes. E…

    Fortran 3

  4. DyEM DyEM Public

    Dynamical error metrics for assessing and analyzing machine learning forecasts

    Python 3 1

  5. DAW DAW Public

    Codebase for DAW: Dynamics-Aware Weighting for Deep Learning Forecasts of Chaotic Systems

    Python 1

  6. mathexlab-website mathexlab-website Public

    HTML

Repositories

Showing 8 of 8 repositories
  • mathai4climate.github.io Public

    Math and AI for Weather and Climate Workshop 2026

    MathEXLab/mathai4climate.github.io's past year of commit activity
    HTML 0 0 0 0 Updated Sep 19, 2026
  • MMTT-Bench Public

    Implementation of 'When Does Text Inform? Benchmarking Information-Theoretic Metrics for Multimodal Time-Series Forecasting'

    MathEXLab/MMTT-Bench's past year of commit activity
    Python 0 MIT 0 0 0 Updated Sep 11, 2026
  • DAW Public

    Codebase for DAW: Dynamics-Aware Weighting for Deep Learning Forecasts of Chaotic Systems

    MathEXLab/DAW's past year of commit activity
    Python 1 0 0 0 Updated Aug 28, 2026
  • mathexlab-website Public
    MathEXLab/mathexlab-website's past year of commit activity
    HTML 0 0 0 0 Updated Aug 18, 2026
  • PySPOD Public

    A Python package for spectral proper orthogonal decomposition (SPOD).

    MathEXLab/PySPOD's past year of commit activity
    Jupyter Notebook 128 MIT 37 11 2 Updated Jul 20, 2026
  • TLR Public

    Python code and Jupyter notebooks support the manuscript "Time-lagged recurrence: A data-driven method to estimate the predictability of dynamical systems," which introduces the Time-Lagged Recurrences (TLR) as a novel predictability index.

    MathEXLab/TLR's past year of commit activity
    Jupyter Notebook 19 4 0 0 Updated Oct 30, 2025
  • DyEM Public

    Dynamical error metrics for assessing and analyzing machine learning forecasts

    MathEXLab/DyEM's past year of commit activity
    Python 3 1 0 0 Updated Oct 20, 2025
  • PCNN-GCM Public

    PCNN-GCM is a self-adaptive physical constraint neural network architecture, CondensNet, incorporating a condensation correction network (ConCorrNet) to correct unphysical condensation processes. Ensure long-term stable and reasonable climate simulation vis hybrid modeling approach.

    MathEXLab/PCNN-GCM's past year of commit activity
    Fortran 3 GPL-3.0 0 0 0 Updated Feb 24, 2025

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