2 papers
stat.ML2026
Machine learning assisted state prediction of misspecified linear dynamical system via modal reduction
Rohan Vitthal Thorat, Rajdip Nayek
Accurate prediction of structural dynamics is imperative for preserving digital twin fidelity throughout operational lifetimes. Parametric models with fixed nominal parameters ofte…
cs.LG2025
Safe Reinforcement Learning-Based Vibration Control: Overcoming Training Risks with LQR Guidance
Rohan Vitthal Thorat, Juhi Singh, Rajdip Nayek
Structural vibrations induced by external excitations pose significant risks, including safety hazards for occupants, structural damage, and increased maintenance costs. While conv…