Mohammad Farazmand

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 11

Top Topics

Partial Observations

Discretization Methods

Fisher Information

Shape Representation

Top Venues

J. Comput. Phys.

J. Nonlinear Sci.

Publications

William Anderson, Mohammad Farazmand
Fisher information and shape-morphing modes for solving the Fokker-Planck equation in higher dimensions. Appl. Math. Comput. 467 (2024)
William Anderson, Mohammad Farazmand
Fast and scalable computation of shape-morphing nonlinear solutions with application to evolutional neural networks. J. Comput. Phys. 498 (2024)
Mohammad Farazmand
Sparse Discrete Empirical Interpolation Method: State Estimation from Few Sensors. CoRR (2024)
William Anderson, Mohammad Farazmand
Fisher information and shape-morphing modes for solving the Fokker-Planck equation in higher dimensions. CoRR (2023)
Zachary T. Hilliard, Mohammad Farazmand
Enforcing conserved quantities in Galerkin truncation and finite volume discretization. CoRR (2023)
William Anderson, Mohammad Farazmand
Fast and scalable computation of reduced-order nonlinear solutions with application to evolutional neural networks. CoRR (2022)
William Anderson, Mohammad Farazmand
Evolution of Nonlinear Reduced-Order Solutions for PDEs with Conserved Quantities. SIAM J. Sci. Comput. 44 (1) (2022)
Mohammad Farazmand, Arvind K. Saibaba
Tensor-based flow reconstruction from optimally located sensor measurements. CoRR (2022)
Anna Asch, Ethan Brady, Hugo Gallardo, John Hood, Bryan Chu, Mohammad Farazmand
Model-assisted deep learning of rare extreme events from partial observations. CoRR (2021)
Mohammad Farazmand
Multiscale Analysis of Accelerated Gradient Methods. SIAM J. Optim. 30 (3) (2020)
Mohammad Farazmand, Themistoklis P. Sapsis
Reduced-order prediction of rogue waves in two-dimensional deep-water waves. J. Comput. Phys. 340 (2017)
Gabriel Provencher Langlois, Mohammad Farazmand, George Haller
Asymptotic Dynamics of Inertial Particles with Memory. J. Nonlinear Sci. 25 (6) (2015)