Deep Neural Networks for Nonlinear Model Order Reduction of Unsteady Flows. - Hamidreza Eivazi; Hadi Veisi; Mohammad Hossein Naderi; Vahid Esfahanian (CoRR, 2020)

Adaptive sparse interpolation for accelerating nonlinear stochastic reduced-order modeling with time-dependent bases. - Mohammad Hossein Naderi; Hessam Babaee (CoRR, 2022)

CUR Decomposition for Scalable Rank-Adaptive Reduced-Order Modeling of Nonlinear Stochastic PDEs with Time-Dependent Bases. - Michael Donello; G. Palkar; Mohammad Hossein Naderi; David C. Del Rey Fernández; Hessam Babaee (CoRR, 2023)

CUR for Implicit Time Integration of Random Partial Differential Equations on Low-Rank Matrix Manifolds. - Mohammad Hossein Naderi; Sara Akhavan; Hessam Babaee (CoRR, 2024)