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filippo-masi/README.md

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  1. Thermodynamics-Neural-Networks Thermodynamics-Neural-Networks Public

    Thermodynamics-based Artificial Neural Networks

    Jupyter Notebook 22 6

  2. TANN-multiscale TANN-multiscale Public

    Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)

    Python 8 2

  3. CSMA-Workshop-in-Deep-Learning CSMA-Workshop-in-Deep-Learning Public

    CSMA Junior Workshop on Deep Learning and constitutive modeling

    Jupyter Notebook 2 2

  4. h2plasticity h2plasticity Public

    Implementation of the h2 plasticity model in (Einav, 2012, I J Sol Str) of von Mises type

    Jupyter Notebook 2 1

  5. hands-on-regression hands-on-regression Public

    This repository collects the hands-on example for the ALERT Geomaterials Advanced Doctoral School on "Machine Learning (ML) in Geomechanics", September 2023.

    Jupyter Notebook 2

  6. NICE NICE Public

    Neural integration for constitutive equations

    Jupyter Notebook 10