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Supporting code for paper MOPINNs: An Evolutionary Multi-Objective Approach to Physics-Informed Neural Networks

Python 3 1 Updated Jun 8, 2022

Physics Informed Neural Network for solving multi-frequency multi-scale problems

Python 2 Updated Jul 21, 2024

Multi-physics integrated machine learning solver

Python 1 Updated Mar 24, 2024

A dual-network model of multi-physics.

Python 1 Updated Sep 28, 2022

SCRIMP - Simulation and ContRol of Interactions in Multi-Physics

Python 7 Updated Oct 7, 2024

Optimizing Physics-Informed NN using Multi-task Likelihood Loss Balance Algorithm and Adaptive Activation Function Algorithm

Python 30 1 Updated Jun 2, 2023

Open-source, Finite element method, Electromagnetics, Multi-physics modeling, Multi-phase modeling, Uncertainty quantification (UQ), Optimization, Surrogate modeling, Parallel computing, Parameter …

Python 11 3 Updated Oct 8, 2021

A coupling library for partitioned multi-physics simulations, including, but not restricted to fluid-structure interaction and conjugate heat transfer simulations.

C++ 765 185 Updated Dec 5, 2024

FEATool - "Physics Simulation Made Easy" (Fully Integrated FEA, FEniCS, OpenFOAM, SU2 Solver GUI & Multi-Physics Simulation Platform)

MATLAB 357 83 Updated Nov 27, 2024

Source code for paper: "Multiscale Neural Operators for Solving Time-Independent PDEs"

Python 4 2 Updated Nov 13, 2023

Matlab code for multiscale Multiphysics optimization of porous structure

MATLAB 14 2 Updated Oct 13, 2022

Hierarchical Multiphysics Multiscale methods

C++ 8 2 Updated Aug 13, 2017

OpenCMP is a computational multiphysics software package based on the finite element method. It is primarily intended for physicochemical processes involving significant convective flow.

Python 27 15 Updated Mar 23, 2024

Modeling, simulation and code-generation of multiphysical Port-Hamiltonian Systems in Python.

Python 46 18 Updated Feb 11, 2022

Multiphysics coupling master code

C++ 13 4 Updated Aug 5, 2018

A multiphase multiphysics dataset and benchmarks for scientific machine learning

Python 21 7 Updated Apr 17, 2024

A parallel unstructured mesh framework for multiphysics application

C++ 16 12 Updated May 11, 2023

A framework for composing and simulating multiphysics systems

Julia 53 14 Updated Dec 15, 2024

Parallel Deal.II MUltiphysics Solver

C++ 16 16 Updated Sep 8, 2019

Parallel, Unstructured, Computational fluid dynamics code (multiphysics)

C 31 19 Updated Mar 16, 2024

multiphysics FEM solver based on Fenics library

Python 77 19 Updated May 14, 2022

Multiphysics Finite Element library with Selective-Adaptive Mesh Refinement and Multigrid solvers

C++ 53 62 Updated Jan 9, 2024

Multiphysics Object Oriented Simulation Environment

C++ 1,792 1,057 Updated Dec 15, 2024

MATLAB codes for processing COMSOL data

MATLAB 9 2 Updated Mar 23, 2020

Simulations of metamaterials with Comsol and Ansys

MATLAB 16 6 Updated Apr 22, 2017

A parallel multi-scale FE2 code based on COMSOL Multi-physics and MATLAB

MATLAB 14 5 Updated Feb 10, 2021

Comsol Multiphysics implementation of phase-field cohesive zone models for fracture in various multi-physics problems

48 10 Updated Oct 18, 2021

An object-oriented, open-source finite-element library for the simulation of multi-physics problems

C++ 40 25 Updated Dec 14, 2024

4C: A Comprehensive Multi-Physics Simulation Framework

C++ 32 27 Updated Dec 13, 2024

A Multi-Physics Systems Modelling Library

Python 35 17 Updated Mar 30, 2022
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