engineering-simulation

Turn any CAE files into structured text an agent can use

Python library for simulating heat transfer processes

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

AI-driven Abaqus workbench: describe a model in a spec, get a real solved one back. Every capability is backed by a check you can run on your own seat, and the gates refuse a doubtful answer instead of returning it. AGPL-3.0 + commercial licence.

Open-source Python FEM/FEA solver for structural mechanics and dynamics, with transparent formulations, reproducible V&V and PETSc/MPI large-scale solving

Get SOLIDWORKS Design Ultimate 2026 for free. Explore advanced 3D mechanical design, parametric modeling, assembly design, engineering simulation, finite element analysis, motion studies, sheet metal, weldments, surface modeling, manufacturing workflows, and cloud-based CAD collaboration.

Get Autodesk Inventor Professional 2027 for free. Explore advanced parametric 3D modeling, mechanical engineering, assembly design, sheet metal, frame generation, tube and pipe systems, cable and harness design, engineering simulation, iLogic automation, and professional product development tools.

Use AI coding agents with LTspice via sim-cli: run circuits, inspect waveforms/logs, and produce replayable simulation artifacts.

🧮 PINN Enterprise Platform - AI-Powered Physics Simulations with CopilotKit-style Research Canvas UI. Complete serverless architecture with RAG-powered code generation, 3D visualization, and global edge deployment.

Open-source engineering workbench combining numerical simulation, Physics ML, and accelerated scientific computing.

Independent, reproducible verification of open-source CAE solvers through analytical benchmarks, convergence studies and cross-solver evidence.

Client-side engineering trade-space simulator for lunar ISRU systems

17 open-source workflow skills and a runnable static contract auditor for Abaqus/FEA AI agents.

Engineering simulation project for electrical power system load flow analysis using Python. Includes Y-Bus matrix modeling, voltage profile analysis, transmission loss calculations, and convergence comparison between Gauss-Seidel and Newton-Raphson methods.

MATLAB Cessna 172S performance analysis tool using POH data, analytical models, semi-empirical calibration, and 174 validation checks.

Vendor-neutral AI agent skill guardrails for COMSOL Multiphysics automation, solver debugging, result exports, reports, and cleanup.

Nonlinear MetaMaterials MPI solver

Python 火箭設計工具：任務 ΔV、推進、結構、熱力、GNC、V&V、不確定度、對標與氣動代理。MIT 授權。

Reusable MATLAB framework for preliminary thermal and hydraulic screening of battery-electric vehicles. Drive-cycle heat, coolant transport, pressure loss, radiator duty and compressor capacity, with regression tests.