Interface learning of multiphysics and multiscale systems. - Shady E. Ahmed; Omer San; Kursat Kara; Rami M. Younis; Adil Rasheed (CoRR, 2020)

A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction. - Shady E. Ahmed; Suraj Pawar; Omer San; Adil Rasheed; Mandar V. Tabib (CoRR, 2020)

Nonlinear proper orthogonal decomposition for convection-dominated flows. - Shady E. Ahmed; Omer San; Adil Rasheed; Traian Iliescu (CoRR, 2021)

Sketching Methods for Dynamic Mode Decomposition in Spherical Shallow Water Equations. - Shady E. Ahmed; Omer San; Diana Alina Bistrian; Ionel Michael Navon (CoRR, 2022)

PyOED: An Extensible Suite for Data Assimilation and Model-Constrained Optimal Design of Experiments. - Ahmed Attia; Shady E. Ahmed (CoRR, 2023)

A Multifidelity deep operator network approach to closure for multiscale systems. - Shady E. Ahmed; Panos Stinis (CoRR, 2023)

On the dual advantage of placing observations through forward sensitivity analysis. - Shady E. Ahmed; Omer San; Sivaramakrishnan Lakshmivarahan; John M. Lewis (CoRR, 2023)

Stacked networks improve physics-informed training: applications to neural networks and deep operator networks. - Amanda A. Howard; Sarah H. Murphy; Shady E. Ahmed; Panos Stinis (CoRR, 2023)

Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling. - Shady E. Ahmed; Omer San; Adil Rasheed; Traian Iliescu; Alessandro Veneziani (SIAM J. Sci. Comput., 2023)

Forward sensitivity analysis and mode dependent control for closure modeling of Galerkin systems. - Shady E. Ahmed; Omer San (Comput. Math. Appl., 2023)

Scientific machine learning for closure models in multiscale problems: a review. - Benjamin Sanderse; Panos Stinis; Romit Maulik; Shady E. Ahmed (CoRR, 2024)

PyOED: An Extensible Suite for Data Assimilation and Model-Constrained Optimal Design of Experiments. - Abhijit Chowdhary; Shady E. Ahmed; Ahmed Attia (ACM Trans. Math. Softw., 2024)

Ensemble Kalman Filter for Data Assimilation coupled with low-resolution computations techniques applied in Fluid Dynamics. - Paul Jeanney; Ashton Hetherington; Shady E. Ahmed; David Lanceta; Susana Saiz; José Miguel Pérez; Soledad Le Clainche (CoRR, 2025)