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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Thanh (Tim) Nguyen

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Sep 2026

Physics-Informed Quantum Machine Learning for Parameter Recovery in the Underdamped Harmonic Oscillator

A hybrid quantum model for recovering the damping coefficient of an underdamped harmonic oscillator from sparse noisy observations is studied, showing that both data and physics terms are needed, that circuit-depth effects are regime dependent, and that the observed ranking is robust to the tested observation-noise and...

Thanh (Tim) Nguyen, Hiep L. Thi, Thi Tran Luong · 0 citations

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