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Add Awesome AI-CAE to Community section#107

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kimimgo wants to merge 1 commit into
nschloe:mainfrom
kimimgo:add-awesome-ai-cae
Open

Add Awesome AI-CAE to Community section#107
kimimgo wants to merge 1 commit into
nschloe:mainfrom
kimimgo:add-awesome-ai-cae

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@kimimgo

@kimimgo kimimgo commented Apr 5, 2026

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What

Adding Awesome AI-CAE to the Community section — a curated list of 113 AI-ready tools for Computer-Aided Engineering.

Why

This list focuses on the intersection of AI/ML and scientific computing tools that engineers use daily (CFD, FEA, SPH, mesh generation, surrogate models, PINNs). It complements awesome-scientific-computing by concentrating on tools with Python APIs, CLI interfaces, and MCP (Model Context Protocol) servers that enable AI agent integration.

Categories covered

MCP Servers, CFD, FEA, SPH, DEM, Differentiable Simulation, Visualization, CAD & Geometry, Mesh Generation, AI/ML for Simulation, Surrogate Models & PINNs, Optimization, Data Formats, Datasets & Benchmarks, Learning Resources.

Checklist

  • Entry added to Community section
  • Format matches existing entries
  • Link verified working

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