krlennon / rude
Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for rude
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated last year
- Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechan…☆14Updated last year
- ☆11Updated 3 years ago
- ☆13Updated 2 months ago
- Physics Informed Neural Network (PINN) for a projectile motion.☆10Updated 4 years ago
- SIMPLE Algorithm for Driven Cavity problem on collocated grid using C++.☆12Updated 3 years ago
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆18Updated 10 months ago
- ☆10Updated 2 years ago
- ☆25Updated 2 years ago
- mechanoChemML library☆16Updated last year
- Cahn Hilliard CUDA (Phase-Field Simulation of Spinodal Decomposition)☆13Updated 5 years ago
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆35Updated 3 months ago
- DeepGreen network written in Tensorflow 2☆29Updated 3 years ago
- ☆11Updated 3 years ago
- ☆19Updated 4 months ago
- HMM implementation featuring Deal.II (FE) and LAMMPS (MD)☆15Updated 2 years ago
- A molecular dynamics tutorial for new researchers in the area of nanomechanics.☆13Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆19Updated last year
- Multiscale modeling of inelastic materials with Thermodynamics-based Artificial Neural Networks (TANN)☆8Updated 2 months ago
- ☆10Updated last year
- Allen Cahn CUDA (Phase-Field Simulation of Dendritic Solidification)☆13Updated 6 years ago
- Rheology-informed Machine Learning Projects☆12Updated 7 months ago
- The VECMA toolkit for creating surrogate models of multiscale systems.☆17Updated 4 months ago
- TorchFEM: Another Finite Element Package...in PyTorch☆14Updated 6 months ago
- Open source Julia codes for simulating brittle fracture using phase-field model☆17Updated last year
- Spectral methods in matlab☆10Updated last year
- SIMPLE Algorithm for Driven Cavity problem on collocated grid using Python.☆19Updated 3 years ago
- Differentiable Flexible Mechanical Metamaterials☆11Updated last week
- Topology optimization for time dependent linear elastic problems on cartesian grids in 3D using PETSc.☆16Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆35Updated 2 years ago