Shady E. Ahmed

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 12

Top Topics

Top Venues

Comput. Math. Appl.

SIAM J. Sci. Comput.

Publications

Benjamin Sanderse, Panos Stinis, Romit Maulik, Shady E. Ahmed
Scientific machine learning for closure models in multiscale problems: a review. CoRR (2024)
Amanda A. Howard, Sarah H. Murphy, Shady E. Ahmed, Panos Stinis
Stacked networks improve physics-informed training: applications to neural networks and deep operator networks. CoRR (2023)
Shady E. Ahmed, Omer San, Sivaramakrishnan Lakshmivarahan, John M. Lewis
On the dual advantage of placing observations through forward sensitivity analysis. CoRR (2023)
Shady E. Ahmed, Omer San, Adil Rasheed, Traian Iliescu, Alessandro Veneziani
Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling. SIAM J. Sci. Comput. 45 (3) (2023)
Ahmed Attia, Shady E. Ahmed
PyOED: An Extensible Suite for Data Assimilation and Model-Constrained Optimal Design of Experiments. CoRR (2023)
Shady E. Ahmed, Omer San
Forward sensitivity analysis and mode dependent control for closure modeling of Galerkin systems. Comput. Math. Appl. 145 (2023)
Shady E. Ahmed, Panos Stinis
A Multifidelity deep operator network approach to closure for multiscale systems. CoRR (2023)
Shady E. Ahmed, Omer San, Adil Rasheed, Traian Iliescu, Alessandro Veneziani
Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling. CoRR (2022)
Shady E. Ahmed, Omer San, Diana Alina Bistrian, Ionel Michael Navon
Sketching Methods for Dynamic Mode Decomposition in Spherical Shallow Water Equations. CoRR (2022)
Shady E. Ahmed, Omer San, Adil Rasheed, Traian Iliescu
Nonlinear proper orthogonal decomposition for convection-dominated flows. CoRR (2021)
Shady E. Ahmed, Omer San, Kursat Kara, Rami M. Younis, Adil Rasheed
Interface learning of multiphysics and multiscale systems. CoRR (2020)
Shady E. Ahmed, Suraj Pawar, Omer San, Adil Rasheed, Mandar V. Tabib
A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction. CoRR (2020)