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Shivani Saini

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Preprint Jul 2026

SpectONet: A Physics-Guided Spectral Deep Operator Network for Euler-Bernoulli Beam Dynamics

SpectONet provides an accurate, computationally efficient, and physically consistent operator-learning framework for structural vibration analysis and achieves at least 64% improvement over the considered baseline models across the three synthetic problems and at least 37% for the real-world problems.

Shivani Saini, R. Vats, A. Sahoo · 0 citations