MartinAchondo / XPPBELinks
Physics Informed Neural Networks (PINNs) code to solve the 3D Poisson-Boltzmann equation.
☆12Updated 7 months ago
Alternatives and similar repositories for XPPBE
Users that are interested in XPPBE are comparing it to the libraries listed below
Sorting:
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆18Updated 2 years ago
- A Finite Element Approximation of a Cahn--Hilliard Tumour Model with FEniCS, by Dennis Trautwein (2020).☆10Updated 5 years ago
- A molecular dynamics tutorial for new researchers in the area of nanomechanics.☆15Updated 3 years ago
- Rheology-informed Machine Learning Projects☆21Updated last year
- TChem - A Software Toolkit for the Analysis of Complex Kinetic Models☆64Updated 2 months ago
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆50Updated last year
- Repository for the SymPhas software for phase-field simulations☆25Updated last week
- ☆31Updated 3 years ago
- Microstructure Modeling and Simulation. Generate microstructures using site-saturation condition, and simulate grain growth using Monte C…☆18Updated 11 months ago
- mechanoChemML library☆17Updated 3 months ago
- Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechan…☆14Updated 2 years ago
- Learn essential numerical methods for chemical engineering applications with practical Python and MATLAB examples.☆25Updated last year
- HMM implementation featuring Deal.II (FE) and LAMMPS (MD)☆19Updated 3 years ago
- Adaptive Mesh Phase-field Evolution☆40Updated 3 months ago
- Benchmark problems of GPU computing of phase-field models☆13Updated 3 years ago
- A short tutorial on phase field models.☆26Updated 4 years ago
- Phase Field Fracture modelling in COMSOL☆26Updated 3 years ago
- A deep learning Bayesian framework for attribute driven inverse materials design☆14Updated 5 years ago
- Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation☆21Updated 4 years ago
- Simulation methods for particle systems, materials, and complex fluids with fluctuating hydrodynamics approaches (stochastic immersed bou…☆13Updated last month
- How-to for working with COMSOL for Crystal Plasticity☆10Updated 5 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆13Updated 4 years ago
- PF-PINNs: physics-informed neural networks framework for solving coupled Allen-Cahn and Cahn-Hilliard phase field equations☆19Updated 8 months ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆30Updated 4 years ago
- Matlab Implementation of Landau-Ginzburg Phase Field Model☆27Updated 6 years ago
- MicroSim is a project under the National Supercomputing Mission, Govt of India. The project offers a set of codes that can use high perfo…☆38Updated last month
- Adaptive phase field modeling of fracture using deep energy minimization.☆34Updated 4 years ago
- ☆32Updated 3 years ago
- ☆16Updated last year
- ☆15Updated 3 years ago