RuiyangLi6 / PINN-pBTE
Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation
☆18Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for PINN-pBTE
- mechanoChemML library☆16Updated last year
- Matlab Implementation of Landau-Ginzburg Phase Field Model☆23Updated 5 years ago
- An efficient deterministic solver for phonon BTE☆28Updated 11 months ago
- The phase field code of simulation about reversible domain switch phenomena in ferroelectric material.☆15Updated 3 years ago
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆35Updated 4 months ago
- Tools for phase field crystal modeling of two-dimensional materials.☆19Updated 5 years ago
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆46Updated 4 months ago
- Phase field model for material science applications.☆23Updated 5 years ago
- Multiscale Mechanics for Industrial Applications Winter School 2021☆70Updated 3 years ago
- Phase-field code in MATLAB to solve the phase-field model of Fan & Chen for Grain Growth phenomena in 2D☆21Updated 3 years ago
- Density functional theory workflows for finite temperature thermodynamics based on atomate workflows.☆14Updated last year
- Phonon Boltzmann Transport Equation☆38Updated last year
- ☆25Updated 2 years ago
- Repository for the bicrystal simulations in LAMMPS used to study GB-Dislocation interaction in FCC and BCC metals☆15Updated 7 years ago
- The CHiMaD Phase Field Community Website☆51Updated 2 weeks 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…☆13Updated 10 months ago
- Repository for the SymPhas software for phase-field simulations☆18Updated 8 months ago
- ☆18Updated 4 years ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆28Updated 3 years ago
- Computational Fluid Dynamics framework for heterogeneous reacting flows☆23Updated 2 months ago
- Rheology-informed Machine Learning Projects☆12Updated 7 months ago
- Matlab Simulation Package for Ab-initio Real-space Calculations☆28Updated last year
- Kanapy is a python package for generating three-dimensional synthetic polycrystals based on characteristic microstructural features.☆29Updated 3 weeks ago
- Required LAMMPS and MATLAB files for several molecular dynamics simulations.☆36Updated 3 years ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆24Updated 2 years ago
- OpenIEC: An open-source code for interfacial energy calculation in alloys☆30Updated 11 months ago
- Python Jupyter notebooks for visualizing dislocation related stresses, strains and forces☆25Updated 2 years ago
- A short tutorial on phase field models.☆26Updated 3 years ago
- LAMMPS scripts to simulate uniaxial tensile test of a graphene Sample☆28Updated 4 years ago
- A simulation software for anisotropic grain growth in 2D☆10Updated 7 years ago