XQNN is a quantum neural network trained solely on fixed-mesh 2D multi-material topology optimization histories that generalizes to out-of-distribution loads, refined meshes, and 3D voxel problems without retraining.
A 99 line topology optimization code written in MATLAB
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Explainable quantum neural networks for multi-material topology optimization
XQNN is a quantum neural network trained solely on fixed-mesh 2D multi-material topology optimization histories that generalizes to out-of-distribution loads, refined meshes, and 3D voxel problems without retraining.