alert-geomaterials / 2023-doctoral-schoolLinks
Code used in the 2023 Alert Geomaterials doctoral school on Machine in Geomechanics
☆13Updated 2 years ago
Alternatives and similar repositories for 2023-doctoral-school
Users that are interested in 2023-doctoral-school are comparing it to the libraries listed below
Sorting:
- virtual element method for space-time dynamic analysis☆12Updated 9 months ago
- Public ML-programming courses carried out by NGI. Focusing on geotechnical challenges and datasets.☆12Updated 3 years ago
- Prior Information based NEural neTwork (PiNet) is tailored for constitutive modelling and solving partial differential equations in soil …☆15Updated 2 months ago
- Mohr Coulomb Model☆15Updated 4 years ago
- ☆13Updated last month
- a FEniCs-based (Model-Free) Data-driven Computational Mechanics implementation☆13Updated last year
- The Smoothed Particle Finite Element Method (SPFEM) has gained popularity as one of the effective numerical methods for modelling geotech…☆19Updated 7 months ago
- Qi ZHANG's simulation code☆11Updated last year
- ☆11Updated 2 years ago
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆14Updated last year
- PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆28Updated 10 months ago
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Updated 5 years ago
- Explicit GPU-based implementation under a mpm numerical framework (GIMPM) to solve for elasto-plastic problems in Geomechanics.☆19Updated 4 years ago
- Neural Network Approach for Data-Driven Constitutive Modeling☆42Updated 3 years ago
- A Python implementation of the paper "The virtual element method in 50 lines of MATLAB" by Oliver J. Sutton☆20Updated 2 years ago
- Application of Graph Neural Networks to predict material properties from their microstructures.☆19Updated last year
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆13Updated last year
- ☆24Updated last year
- IGAFrac (short for Isogeometric Analysis of Fracture) is a MATLAB code for fracture simulation.☆27Updated 3 years ago
- A course on developing MPM with Python☆25Updated 6 months ago
- ☆15Updated 5 years ago
- AMPLE - A Material Point Learning Environment☆51Updated 9 months ago
- Rheology-informed Machine Learning Projects☆22Updated last year
- This repository offers a collection of simulation datasets from mechanical simulations of metamaterials. Jupyter notbooks demonstrate how…☆17Updated 3 years ago
- MATLAB Programming for Virtual Element Methods☆61Updated last month
- Holding opensource codes about research projects related with ML+numerical methods☆11Updated 7 months ago
- ☆24Updated 2 years ago
- ☆32Updated 3 years ago
- ☆16Updated last year
- ☆16Updated last year