engineering-simulation

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

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.

Use Codex and Claude Code with Abaqus via sim-cli: CAE/noGUI authoring, batch jobs, ODB diagnostics, bounded execution.

Use AI coding agents with OpenFOAM via sim-cli: run cases, inspect results, and produce replayable CFD artifacts.

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

🧮 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.

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

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

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.

OpenFOAM custom solver development

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。

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

Nonlinear MetaMaterials MPI solver

This project focuses on the dynamic modeling, simulation, and control of a four-bar mechanism driven by a brushless servo motor using MATLAB & Simulink.

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

Geometric and kinematic simulation of the Instrumented Pendulum Cutting Rig (IPCR). This tool validates the UDCF efficiency threshold ( 𝜂 ≥ 1 η≥1) by modeling energy distribution during high-velocity impact and fracture propagation.

VTMS: A physics-based automotive thermal management simulation platform built in Python/SciPy with transient ODE modeling, ε-NTU radiator heat transfer, fault scenarios, verification, and real-world validation tooling.

Comprehensive CFD and FSI analysis of a 60mm computer cooling axial-flow fan with 6 NACA 0012 blades. ANSYS Fluent k-omega SST, 3D simulation, and coupled FSI validation.