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.

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

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

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

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

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.

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。

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

A modular aerospace engineering platform for hybrid rocket conceptual design, simulation, analysis, documentation, manufacturing preparation, validation, and AI-assisted engineering workflows.

3-DOF missile intercept simulator in Python: True Proportional Navigation vs. a randomly evading target, with CLI parameter sweeps and Monte Carlo kill-probability statistics.

Python-based simulation of aircraft AMM, IPC, and TSM lifecycle management with ATA-based impact assessment, configuration traceability, and compliance tracking.

Python-based tool for preliminary aircraft performance analysis including range, endurance, lift, drag, and flight dynamics.

A Python simulation environment for nonlinear process dynamics and classical feedback control (P, PI, PID), focused on stability analysis, setpoint tracking, and disturbance rejection in a multi-equilibrium reactor system.

Official MCP interface for AgentFEM: create, validate, run, inspect, and verify finite-element simulations.