Asymptotic Dynamics of Inertial Particles with Memory. - Gabriel Provencher Langlois; Mohammad Farazmand; George Haller (J. Nonlinear Sci., 2015)

Reduced-order prediction of rogue waves in two-dimensional deep-water waves. - Mohammad Farazmand; Themistoklis P. Sapsis (J. Comput. Phys., 2017)

Multiscale Analysis of Accelerated Gradient Methods. - Mohammad Farazmand (SIAM J. Optim., 2020)

Model-assisted deep learning of rare extreme events from partial observations. - Anna Asch; Ethan Brady; Hugo Gallardo; John Hood; Bryan Chu; Mohammad Farazmand (CoRR, 2021)

Fast and scalable computation of reduced-order nonlinear solutions with application to evolutional neural networks. - William Anderson; Mohammad Farazmand (CoRR, 2022)

Tensor-based flow reconstruction from optimally located sensor measurements. - Mohammad Farazmand; Arvind K. Saibaba (CoRR, 2022)

Evolution of Nonlinear Reduced-Order Solutions for PDEs with Conserved Quantities. - William Anderson; Mohammad Farazmand (SIAM J. Sci. Comput., 2022)

Enforcing conserved quantities in Galerkin truncation and finite volume discretization. - Zachary T. Hilliard; Mohammad Farazmand (CoRR, 2023)

State Estimation Using Sparse DEIM and Recurrent Neural Networks. - Mohammad Farazmand (CoRR, 2024)

Sparse Discrete Empirical Interpolation Method: State Estimation from Few Sensors. - Mohammad Farazmand (SIAM J. Sci. Comput., 2024)

Fast and scalable computation of shape-morphing nonlinear solutions with application to evolutional neural networks. - William Anderson; Mohammad Farazmand (J. Comput. Phys., 2024)

Fisher information and shape-morphing modes for solving the Fokker-Planck equation in higher dimensions. - William Anderson; Mohammad Farazmand (Appl. Math. Comput., 2024)

Sequential data assimilation for PDEs using shape-morphing solutions. - Zachary T. Hilliard; Mohammad Farazmand (J. Comput. Phys., 2025)

Bridging the Gap Between Deterministic and Probabilistic Approaches to State Estimation. - Lev Kakasenko; Alen Alexanderian; Mohammad Farazmand; Arvind K. Saibaba (CoRR, 2025)