RuiyangLi6 / PINN-pBTE
Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation
☆20Updated 3 years ago
Alternatives and similar repositories for PINN-pBTE:
Users that are interested in PINN-pBTE are comparing it to the libraries listed below
- An efficient deterministic solver for phonon BTE☆29Updated 2 weeks ago
- Matlab Implementation of Landau-Ginzburg Phase Field Model☆26Updated 6 years ago
- mechanoChemML library☆17Updated 2 years ago
- Tools for phase field crystal modeling of two-dimensional materials.☆19Updated 5 years ago
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆40Updated 9 months ago
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆47Updated 10 months ago
- ☆28Updated 2 years ago
- ☆13Updated 3 years ago
- Phase field model for material science applications.☆24Updated 6 years ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆28Updated 4 years ago
- VELAS is a user-friendly open-source toolbox for the visualization and analysis of elastic anisotropy written in GNU Octave that can be u…☆15Updated last year
- The phase field code of simulation about reversible domain switch phenomena in ferroelectric material.☆17Updated 4 years ago
- Multiscale Mechanics for Industrial Applications Winter School 2021☆73Updated 4 years ago
- OpenIEC: An open-source code for interfacial energy calculation in alloys☆36Updated last year
- Phase-field crystal solidification simulation codes (mpi C++ and python)☆27Updated 6 years ago
- A short tutorial on phase field models.☆27Updated 3 years ago
- Repository for the SymPhas software for phase-field simulations☆22Updated this week
- Phonon Boltzmann Transport Equation☆41Updated last year
- The CHiMaD Phase Field Community Website☆56Updated this week
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆17Updated 2 years ago
- ParaDiS (Parallel Dislocation Simulator) is a massively parallel Discrete Dislocation Dynamics simulation tool to simulate motion and int…☆52Updated 6 months ago
- Polycrystal Graph Neural Network☆21Updated last year
- Adaptive Mesh Phase-field Evolution☆38Updated this week
- Matlab Simulation Package for Ab-initio Real-space Calculations☆28Updated 5 months ago
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆17Updated 8 years ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆30Updated 3 years ago
- Graph-based Deep Learning of Polycrystals☆17Updated 2 years ago
- Phase field model for binary solidification using Kim-Kim-Suzuki interface description☆30Updated 4 years ago
- Rheology-informed Machine Learning Projects☆16Updated last year
- Phase-field code in MATLAB to solve the phase-field model of Fan & Chen for Grain Growth phenomena in 2D☆25Updated 4 years ago