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.

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.

multiphenicsx

Easy prototyping of multiphysics problems on conforming meshes in FEniCSx

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.

sim-plugin-workbench

Use Codex and Claude Code with Ansys Workbench via sim-cli: journals, project inspection, persistent sessions, Mechanical handoff.

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

micro-manager-precice

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

simpeg-archive

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

modparc

modparc is a Modelica parser in Python based on parser combinator