Pinned

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

   Thermodynamics-based Artificial Neural Networks

   Jupyter Notebook 19 7

2. TANN-multiscale TANN-multiscale Public

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

   Python 9 1

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

   CSMA Junior Workshop on Deep Learning and constitutive modeling

   Jupyter Notebook 2 1

4. h2plasticity h2plasticity Public

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

   Jupyter Notebook 1 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 6