Author

Aryan Chaudhary

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#machine learning Preprint Oct 2026

Low-Fidelity FDM Spectral Guidance for Neural Eigenvalue Solvers

Operator eigenvalue problems appear throughout science. Classical methods usually discretize the operator into a matrix and then solve the resulting matrix eigenvalue problem. This works well in low dimensions, but fine grids quickly become expensive in both memory and computation as the dimension grows. Neural network...

Aryan Chaudhary, Manikandan Padmanaban, Jagabondhu Hazra · 0 citations