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

Pythonic scripting interface for Comsol Multiphysics

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

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

multiphysics FEM solver based on Fenics library

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

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

multiphenics - easy prototyping of multiphysics problems in FEniCS

A manager tool to facilitate two-scale coupling in multi-physics simulations using preCICE.

Code for reproducing the paper "GenCP: Towards Generative Modeling Paradigm of Coupled physics" (ICLR 2026: https://arxiv.org/abs/2601.19541).

modparc is a Modelica parser in Python based on parser combinator

OASiS — an open-source agentic framework for verified multi-physics, multi-code simulation. MCP server letting any AI model drive eight FEM/multiphysics codes (FEniCSx, deal.II, 4C, NGSolve, scikit-fem, Kratos, DUNE-fem, FEBio) plus the SPARTA DSMC particle code, with curated knowledge, verified execution, and cross-code coupling.

A Python library based on finite element method to multiphysics analysis

This project performs a 3D reconstruction of a cylindrical asphalt mixture sample from a set images on a Dicom file format. The components of asphalt mixture will be identified through 3-phase segmentation. Additionally, a 3D model of the asphalt mixture reconstruction was developed. The project was implemented on the Python programming language…

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

💻👨‍💻Numerical methods in engineering applications

Mesh-to-Mesh Field Projection/Transfer for Finite Element Analysis

Python implementation for the oscillator example for partitioned simulations.

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

A collection of scripts & models for Onri's Quanscient projects.