Shady E. Ahmed

14 papers Journal 14

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Ensemble Kalman Filter for Data Assimilation coupled with low-resolution computations techniques applied in Fluid Dynamics. CoRR Paul Jeanney, Ashton Hetherington, Shady E. Ahmed, David Lanceta, Susana Saiz, José Miguel Pérez, Soledad Le Clainche
2024	J	`jnl`	PyOED: An Extensible Suite for Data Assimilation and Model-Constrained Optimal Design of Experiments. ACM Trans. Math. Softw. Abhijit Chowdhary, Shady E. Ahmed, Ahmed Attia
2024	J	`jnl`	Scientific machine learning for closure models in multiscale problems: a review. CoRR Benjamin Sanderse, Panos Stinis, Romit Maulik, Shady E. Ahmed
2023	J	`jnl`	A Multifidelity deep operator network approach to closure for multiscale systems. CoRR Shady E. Ahmed, Panos Stinis
2023	J	`jnl`	Forward sensitivity analysis and mode dependent control for closure modeling of Galerkin systems. Comput. Math. Appl. Shady E. Ahmed, Omer San
2023	J	`jnl`	On the dual advantage of placing observations through forward sensitivity analysis. CoRR Shady E. Ahmed, Omer San, Sivaramakrishnan Lakshmivarahan, John M. Lewis
2023	J	`jnl`	Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling. SIAM J. Sci. Comput. Shady E. Ahmed, Omer San, Adil Rasheed, Traian Iliescu, Alessandro Veneziani
2023	J	`jnl`	PyOED: An Extensible Suite for Data Assimilation and Model-Constrained Optimal Design of Experiments. CoRR Ahmed Attia, Shady E. Ahmed
2023	J	`jnl`	Stacked networks improve physics-informed training: applications to neural networks and deep operator networks. CoRR Amanda A. Howard, Sarah H. Murphy, Shady E. Ahmed, Panos Stinis
2022	J	`jnl`	Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling. CoRR Shady E. Ahmed, Omer San, Adil Rasheed, Traian Iliescu, Alessandro Veneziani
2022	J	`jnl`	Sketching Methods for Dynamic Mode Decomposition in Spherical Shallow Water Equations. CoRR Shady E. Ahmed, Omer San, Diana Alina Bistrian, Ionel Michael Navon
2021	J	`jnl`	Nonlinear proper orthogonal decomposition for convection-dominated flows. CoRR Shady E. Ahmed, Omer San, Adil Rasheed, Traian Iliescu
2020	J	`jnl`	A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction. CoRR Shady E. Ahmed, Suraj Pawar, Omer San, Adil Rasheed, Mandar V. Tabib
2020	J	`jnl`	Interface learning of multiphysics and multiscale systems. CoRR Shady E. Ahmed, Omer San, Kursat Kara, Rami M. Younis, Adil Rasheed