Mohammad Farazmand
MF
Education
PhD Mathematics ETH Zurich 2014
Area(s) of Expertise
Applied dynamical systems, control, optimization and modeling, data-driven methods
Publications
- Enforcing conserved quantities in Galerkin truncation and finite volume discretization , NONLINEAR DYNAMICS (2024)
- Modeling correlated uncertainties in stochastic compartmental models , MATHEMATICAL BIOSCIENCES (2024)
- SPARSE DISCRETE EMPIRICAL INTERPOLATION METHOD: STATE ESTIMATION FROM FEW SENSORS , SIAM JOURNAL ON SCIENTIFIC COMPUTING (2024)
- Fast and scalable computation of shape-morphing nonlinear solutions with application to evolutional neural networks , JOURNAL OF COMPUTATIONAL PHYSICS (2023)
- Fisher information and shape-morphing modes for solving the Fokker-Planck equation in higher dimensions , APPLIED MATHEMATICS AND COMPUTATION (2023)
- Stochastic compartmental models of the COVID-19 pandemic must have temporally correlated uncertainties , PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2023)
- Tensor-based flow reconstruction from optimally located sensor measurements , JOURNAL OF FLUID MECHANICS (2023)
- EVOLUTION OF NONLINEAR REDUCED-ORDER SOLUTIONS FOR PDEs WITH CONSERVED QUANTITIES , SIAM JOURNAL ON SCIENTIFIC COMPUTING (2022)
- Model-assisted deep learning of rare extreme events from partial observations , CHAOS (2022)
- Quantifying rare events in spotting: How far do wildfires spread? , FIRE SAFETY JOURNAL (2022)