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awesome-ai-cae

A curated list of 100+ AI-ready tools for Computer-Aided Engineering, ranked by an AI-Readiness Score (agent-callability: MCP, Python API, CLI, pip). CFD, FEA, SPH, DEM, differentiable simulation, neural operators, PINNs, MCP servers.

ai ai-for-science artificial-intelligence awesome awesome-list cae cfd computational-engineering deep-learning differentiable-simulation

36 stars
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127 projects

Last updated: 27 Jun 2026

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