Mohammad Farazmand

20 papers Journal 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A review of shape-morphing solutions and evolutional neural networks for spatiotemporal dynamics. CoRR Mohammad Farazmand
2026	J	`jnl`	Rapid estimation of global sea surface temperatures from sparse streaming in situ observations. CoRR Cassidy All, Kevin Ho, Maya Magnuski, Christopher Nicolaides, Louisa B. Ebby, Mohammad Farazmand
2025	J	`jnl`	Bridging the Gap Between Deterministic and Probabilistic Approaches to State Estimation. CoRR Lev Kakasenko, Alen Alexanderian, Mohammad Farazmand, Arvind K. Saibaba
2025	J	`jnl`	Discrete Empirical Interpolation Method with Upper and Lower Bound Constraints. CoRR Louisa B. Ebby, Mohammad Farazmand
2025	J	`jnl`	Sequential data assimilation for PDEs using shape-morphing solutions. J. Comput. Phys. Zachary T. Hilliard, Mohammad Farazmand
2024	J	`jnl`	Fast and scalable computation of shape-morphing nonlinear solutions with application to evolutional neural networks. J. Comput. Phys. William Anderson, Mohammad Farazmand
2024	J	`jnl`	Fisher information and shape-morphing modes for solving the Fokker-Planck equation in higher dimensions. Appl. Math. Comput. William Anderson, Mohammad Farazmand
2024	J	`jnl`	Sequential data assimilation for PDEs using shape-morphing solutions. CoRR Zachary T. Hilliard, Mohammad Farazmand
2024	J	`jnl`	Sparse Discrete Empirical Interpolation Method: State Estimation from Few Sensors. CoRR Mohammad Farazmand
2024	J	`jnl`	Sparse Discrete Empirical Interpolation Method: State Estimation from Few Sensors. SIAM J. Sci. Comput. Mohammad Farazmand
2024	J	`jnl`	State Estimation Using Sparse DEIM and Recurrent Neural Networks. CoRR Mohammad Farazmand
2023	J	`jnl`	Enforcing conserved quantities in Galerkin truncation and finite volume discretization. CoRR Zachary T. Hilliard, Mohammad Farazmand
2023	J	`jnl`	Fisher information and shape-morphing modes for solving the Fokker-Planck equation in higher dimensions. CoRR William Anderson, Mohammad Farazmand
2022	J	`jnl`	Evolution of Nonlinear Reduced-Order Solutions for PDEs with Conserved Quantities. SIAM J. Sci. Comput. William Anderson, Mohammad Farazmand
2022	J	`jnl`	Fast and scalable computation of reduced-order nonlinear solutions with application to evolutional neural networks. CoRR William Anderson, Mohammad Farazmand
2022	J	`jnl`	Tensor-based flow reconstruction from optimally located sensor measurements. CoRR Mohammad Farazmand, Arvind K. Saibaba
2021	J	`jnl`	Model-assisted deep learning of rare extreme events from partial observations. CoRR Anna Asch, Ethan Brady, Hugo Gallardo, John Hood, Bryan Chu, Mohammad Farazmand
2020	J	`jnl`	Multiscale Analysis of Accelerated Gradient Methods. SIAM J. Optim. Mohammad Farazmand
2017	J	`jnl`	Reduced-order prediction of rogue waves in two-dimensional deep-water waves. J. Comput. Phys. Mohammad Farazmand, Themistoklis P. Sapsis
2015	J	`jnl`	Asymptotic Dynamics of Inertial Particles with Memory. J. Nonlinear Sci. Gabriel Provencher Langlois, Mohammad Farazmand, George Haller