mehdihbgi3/COMSOL-lpbf-digital-twin-surrogate

COMSOL multiphysics simulation of LPBF melt pool physics on Inconel 718, 2D coupled Marangoni convection, heat transfer, and thermo-mechanical stress; 3D single-track keyhole detection (3,452 K peak); Clausius-Clapeyron recoil pressure model; Random Forest ML surrogate (R2=0.977, 12M× speedup over COMSOL).

14
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Experimental
No License No Package No Dependents
Maintenance 13 / 25
Adoption 0 / 25
Maturity 1 / 25
Community 0 / 25

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Python

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cfd-ml-integration

Last pushed

Mar 23, 2026

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CFD ML Integration · 66 frameworks

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