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#graph neural networks Dataset Open access Oct 2026

OpenFOAM reference solutions of the 3D lid-driven cavity and 3D natural-convection cavity benchmarks

Converged OpenFOAM reference flow fields of the two steady benchmarks of the manuscript "Label-Free Finite-Volume-Residual Training of Attention Graph Neural Networks for Coupled Thermo-Fluid Fields". LDC_3D_lid_driven_cavity_OpenFOAM_reference.h5 holds the 3D lid-driven cavity (48^3 uniform mesh) at Re = 100, 400, 100...

Tianyu Li · 0 citations

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