RuiyangLi6 / PINN-pBTELinks
Physics-Informed Neural Networks for Solving Multiscale Mode-Resolved Phonon Boltzmann Transport Equation
☆22Updated 4 years ago
Alternatives and similar repositories for PINN-pBTE
Users that are interested in PINN-pBTE are comparing it to the libraries listed below
Sorting:
- mechanoChemML library☆17Updated 5 months ago
- A python script to solve the Cahn-Hilliard equation using an implicit pseudospectral method☆50Updated last year
- Matlab Implementation of Landau-Ginzburg Phase Field Model☆27Updated 6 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…☆18Updated 7 months ago
- Polycrystal Graph Neural Network☆23Updated 2 years ago
- An efficient deterministic solver for phonon BTE☆34Updated last week
- ElATools: A tool for analyzing anisotropic elastic properties of the 2D and 3D materials☆52Updated 3 months ago
- Python package to model and to perform topology optimization for graphene kirigami using deep learning☆29Updated 4 years ago
- Repository for the SymPhas software for phase-field simulations☆27Updated last month
- Rheology-informed Machine Learning Projects☆22Updated last year
- Phase field model for material science applications.☆27Updated 6 years ago
- The phase field code of simulation about reversible domain switch phenomena in ferroelectric material.☆24Updated 5 years ago
- A Finite Element Approximation of a Cahn--Hilliard Tumour Model with FEniCS, by Dennis Trautwein (2020).☆10Updated 5 years ago
- Graph-based Deep Learning of Polycrystals☆17Updated 3 years ago
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆18Updated 3 years ago
- Multiscale Mechanics for Industrial Applications Winter School 2021☆75Updated 4 years ago
- Tools for phase field crystal modeling of two-dimensional materials.☆19Updated 6 years ago
- Code base for the graph neural network-based polygrain microstructure property prediction project☆48Updated 3 years ago
- Phonon Boltzmann Transport Equation☆47Updated 7 months ago
- Matlab Simulation Package for Ab-initio Real-space Calculations☆28Updated last month
- Simulation methods for particle systems, materials, and complex fluids with fluctuating hydrodynamics approaches (stochastic immersed bou…☆14Updated last month
- OpenIEC: An open-source code for interfacial energy calculation in alloys☆39Updated 2 years ago
- Adaptive Mesh Phase-field Evolution☆41Updated 2 weeks 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…☆39Updated 3 months ago
- A General Framework Combining Generative Adversarial Networks and Mixture Density Networks for Inverse Modeling in Microstructural Materi…☆11Updated 2 years ago
- The CHiMaD Phase Field Community Website☆61Updated 4 months ago
- ☆32Updated 3 years ago
- SPPARKS Kinetic and Metropolis Monte Carlo simulator☆78Updated 2 months ago
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆66Updated 3 years ago
- FerroX is a massively parallel, 3D phase-field simulation framework for modeling ferroelectric materials based scalable logic devices.☆26Updated 3 months ago