Mohammad Farazmand

According to our database, Mohammad Farazmand authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fisher information and shape-morphing modes for solving the Fokker-Planck equation in higher dimensions.

William Anderson, Mohammad Farazmand

Appl. Math. Comput., April, 2024

Fast and scalable computation of shape-morphing nonlinear solutions with application to evolutional neural networks.

William Anderson, Mohammad Farazmand

J. Comput. Phys., February, 2024

Sparse Discrete Empirical Interpolation Method: State Estimation from Few Sensors.

Mohammad Farazmand

SIAM J. Sci. Comput., 2024

Sequential data assimilation for PDEs using shape-morphing solutions.

Zachary T. Hilliard, Mohammad Farazmand

CoRR, 2024

State Estimation Using Sparse DEIM and Recurrent Neural Networks.

Mohammad Farazmand

CoRR, 2024

2023

Enforcing conserved quantities in Galerkin truncation and finite volume discretization.

Zachary T. Hilliard, Mohammad Farazmand

CoRR, 2023

2022

Evolution of Nonlinear Reduced-Order Solutions for PDEs with Conserved Quantities.

William Anderson, Mohammad Farazmand

SIAM J. Sci. Comput., 2022

Tensor-based flow reconstruction from optimally located sensor measurements.

Mohammad Farazmand, Arvind K. Saibaba

CoRR, 2022

Fast and scalable computation of reduced-order nonlinear solutions with application to evolutional neural networks.

William Anderson, Mohammad Farazmand

CoRR, 2022

2021

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

2020

Multiscale Analysis of Accelerated Gradient Methods.

Mohammad Farazmand

SIAM J. Optim., 2020

2017

Reduced-order prediction of rogue waves in two-dimensional deep-water waves.

Mohammad Farazmand, Themistoklis P. Sapsis

J. Comput. Phys., 2017

2015

Asymptotic Dynamics of Inertial Particles with Memory.

Gabriel Provencher Langlois, Mohammad Farazmand, George Haller

J. Nonlinear Sci., 2015