Ahmed, Shady E.

1. Scientific machine learning for closure models in multiscale problems: a review
   2024/03/05 by Sanderse, Benjamin, Stinis, Panos, Maulik, Romit +1 · 9 citations
   #65MXX #68T07 #76MXX #FOS: Mathematics #Numerical Analysis (math.NA)
2. Forward sensitivity analysis of the FitzHugh-Nagumo system: Parameter estimation
   2021/02/05 by Shady E. Ahmed, Omer San, Ahmed, Shady E. +3 · 1 citation
   Neuroscience · Physics and Astronomy · Computer Science · #Neural dynamics and brain function #stochastic dynamics and bifurcation #Nonlinear Dynamics and Pattern Formation
3. Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling
   2022/05/25 by Shady E. Ahmed, Omer San, Ahmed, Shady E. +7 · 1 citation
   Engineering · Physics and Astronomy · #Electromagnetic Simulation and Numerical Methods #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Pattern Formation and Solitons (nlin.PS)
4. PyOED: An Extensible Suite for Data Assimilation and Model-Constrained Optimal Design of Experiments
   2023/01/19 by Shady E. Ahmed, Chowdhary, Abhijit, Ahmed, Shady E. +1 · 1 citation
   Computer Science · Decision Sciences · #68Vxx #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Mathematical Software (cs.MS) #Probabilistic and Robust Engineering Design