Farazmand, Mohammad
- Evolution of nonlinear reduced-order solutions for PDEs with conserved quantities
2021/04/28 by William Anderson, Mohammad Farazmand, Anderson, William +1 · 4 citations
Physics and Astronomy · Mathematics · Engineering · #Model Reduction and Neural Networks #Numerical methods for differential equations #Fluid Dynamics and Turbulent Flows
- Extreme Events: Mechanisms and Prediction
2018/03/16 by Farazmand, Mohammad, Sapsis, Themistoklis P. · 3 citations
#Atmospheric and Oceanic Physics (physics.ao-ph) #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
- The Maxey-Riley Equation: Existence, Uniqueness and Regularity of\n Solutions
2013/10/09 by Mohammad Farazmand, George Haller, Farazmand, Mohammad +1 · 1 citation
Engineering · #Particle Dynamics in Fluid Flows #Fluid Dynamics and Turbulent Flows #Granular flow and fluidized beds
- Sparse Discrete Empirical Interpolation Method: State Estimation from Few Sensors
2024/01/29 by Mohammad Farazmand, Farazmand, Mohammad · 2 citations
Engineering · #FOS: Mathematics #Fault Detection and Control Systems #Flow Measurement and Analysis #Numerical Analysis (math.NA)
- Fast and scalable computation of shape-morphing nonlinear solutions with application to evolutional neural networks
2022/07/27 by William Anderson, Mohammad Farazmand, Anderson, William +1 · 1 citation
Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Fluid Dynamics and Turbulent Flows
- State Estimation Using Sparse DEIM and Recurrent Neural Networks
2024/10/21 by Mohammad Farazmand, Farazmand, Mohammad · 1 citation
Computer Science · Engineering · #Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Fault Detection and Control Systems #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA)
- Bridging the Gap Between Deterministic and Probabilistic Approaches to State Estimation
2025/05/06 by Lev Kakasenko, Kakasenko, Lev, Alen Alexanderian +5 · 1 citation
Computer Science · Engineering · #Control Systems and Identification #FOS: Mathematics #Numerical Analysis (math.NA) #Structural Health Monitoring Techniques #Target Tracking and Data Fusion in Sensor Networks
- Sequential data assimilation for PDEs using shape-morphing solutions
2024/11/25 by Hilliard, Zachary T., Farazmand, Mohammad · 1 citation
#Chaotic Dynamics (nlin.CD) #Dynamical Systems (math.DS) #FOS: Mathematics #FOS: Physical sciences #Numerical Analysis (math.NA)