krlennon / rude
Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids
☆12Updated 2 years ago
Alternatives and similar repositories for rude:
Users that are interested in rude are comparing it to the libraries listed below
- ☆12Updated 3 years ago
- Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechan…☆14Updated last year
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆27Updated 5 months ago
- ☆27Updated 2 years ago
- ☆14Updated 7 months ago
- ☆13Updated 3 years ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated last year
- ☆23Updated 8 months ago
- Spectral methods in matlab☆10Updated last year
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆39Updated 8 months ago
- ☆28Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆23Updated last year
- DeepGreen network written in Tensorflow 2☆30Updated 3 years ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- Differentiable Flexible Mechanical Metamaterials☆20Updated 3 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆38Updated last month
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago
- ☆13Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆23Updated 11 months ago
- FEniCS on GPU takes advantage of CUDA cores to solve SPARSE matrix using cuPy and SciPy libraries.☆18Updated 3 years ago
- mechanoChemML library☆16Updated 2 years ago
- Code for 'Physics-Informed Neural Networks for Shell Structures'☆35Updated 7 months ago
- ☆10Updated 2 years ago
- Prediction of Fluid Flow in Porous Media by Sparse Observations and Physics-Informed PointNet☆11Updated 7 months ago
- some exercises in phasefield modelling solved in MATLAB☆22Updated 5 years ago
- SIMPLE Algorithm for Driven Cavity problem on collocated grid using C++.☆15Updated 4 years ago
- A sequential DeepONet model implementation that uses a recurrent neural network (GRU and LSTM) in the branch and a feed-forward neural ne…☆13Updated 10 months ago
- ☆10Updated last year
- Sparse Identification of Truncation Errors (SITE) for Data-Driven Discovery of Modified Differential Equations☆10Updated 5 years ago
- The repository contains implementations of examples provided in the literature on energy minimization based approach to Physics Informed …☆11Updated 4 years ago