Nonlinear Model Reduction to Random Spectral Submanifolds in Random Vibrations. - Zhenwei Xu; Roshan S. Kaundinya; Shobhit Jain; George Haller (CoRR, 2024)

Data-Driven Soft Robot Control via Adiabatic Spectral Submanifolds. - Roshan S. Kaundinya; John Irvin Alora; Jonas G. Matt; Luis A. Pabon; Marco Pavone 001; George Haller (CoRR, 2025)

Taming High-Dimensional Dynamics: Learning Optimal Projections onto Spectral Submanifolds. - Hugo Buurmeijer; Luis A. Pabon; John Irvin Alora; Roshan S. Kaundinya; George Haller; Marco Pavone 001 (CoRR, 2025)