Multiphysics Python Packages

mph

Pythonic scripting interface for Comsol Multiphysics

simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

multiphenicsx

multiphenicsx - easy prototyping of multiphysics problems in FEniCSx

sim-cli-core

CLI-first runtime for Codex, Claude Code, and AI agents to operate CAE solvers via plugins: COMSOL, Abaqus, Ansys.

sim-plugin-comsol

Use Codex and Claude Code with COMSOL via sim-cli: .mph inspection, live Desktop sessions, bounded execution, artifacts.

pyphs

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

maddening

Modular Automatic Differentiation and Data-Enhanced Neural-network INteracting Graph (MADDENING). A pure JAX end-to-end autodifferentiable graph based framework for multiphysics simulation.

micro-manager-precice

A tool which facilitates two-scale macro-micro coupled simulations using preCICE.

florence

A finite element framework for Python's scientific stack: arbitrary order planar/curvilinear mesh generation and finite element methods for linear and nonlinear analysis of coupled multiphysics problems

sim-plugin-workbench

Ansys Workbench (PyWorkbench) driver for sim-cli, distributed as an out-of-tree plugin

modparc

A Modelica parser based on parser generator

simpeg-archive

Mira fork of SimPEG: Simulation and Parameter Estimation in Geophysics