Shady E. Ahmed

发表

Sketching Methods for Dynamic Mode Decomposition in Spherical Shallow Water Equations pdf

Omer San, Shady E. Ahmed, Diana Bistrian, 2022, AIAA SCITECH 2022 Forum.

Nonlinear Filtering for Simultaneous State Correction and Eddy Viscosity Estimation in Computational Fluid Dynamics

Omer San, Imraan Faruque, Shady E. Ahmed, 2020, AIAA Scitech 2021 Forum.

Nonlinear proper orthogonal decomposition for convection-dominated flows pdf

Traian Iliescu, Omer San, Adil Rasheed, 2021, The Physics of Fluids.

Hybrid analysis and modeling for next generation of digital twins

Shady E. Ahmed, O. San, A. Rasheed, 2021, Journal of Physics: Conference Series.

Interface learning in zonal multifidelity simulations of fluid flows with a hybrid analysis and modeling framework

Shady E. Ahmed, O. San, A. Rasheed, 2020 .

Data-driven recovery of hidden physics in reduced order modeling of fluid flows

Omer San, Adil Rasheed, Suraj Pawar, 2020, Physics of Fluids.

LSTM based nonintrusive ROM of convective flows

Omer San, Adil Rasheed, Sk. Mashfiqur Rahman, 2019 .

A long short-term memory embedding for hybrid uplifted reduced order models

Traian Iliescu, Omer San, Adil Rasheed, 2019, Physica A: Statistical Mechanics and its Applications.

Reduced order modeling of fluid flows: Machine learning, Kolmogorov barrier, closure modeling, and partitioning

Shady E. Ahmed, O. San, A. Rasheed, 2020, 2005.14246.

Physics Guided Machine Learning for Variational Multiscale Reduced Order Modeling

Shady E. Ahmed, O. San, A. Rasheed, 2022, SIAM J. Sci. Comput..

Hybrid deep-learning POD-based parametric reduced order model for flow around wind-turbine blade

Mandar V. Tabib, Shady E. Ahmed, O. San, 2022, Journal of Physics: Conference Series.

Nonintrusive Reduced Order Modelling of Convective Boussinesq Flows

Shady E. Ahmed, O. San, P. H. Dabaghian, 2022, International Journal of Computational Fluid Dynamics.

Sampling and resolution characteristics in reduced order models of shallow water equations: Intrusive vs nonintrusive

Omer San, Shady E. Ahmed, Ionel M. Navon, 2019, International Journal for Numerical Methods in Fluids.

On closures for reduced order models—A spectrum of first-principle to machine-learned avenues

B. R. Noack, Shady E. Ahmed, O. San, 2021, Physics of Fluids.

A dynamic closure modeling framework for model order reduction of geophysical flows

Omer San, Shady E. Ahmed, Sk. Mashfiqur Rahman, 2019, Physics of Fluids.

Multifidelity computing for coupling full and reduced order models

Shady E. Ahmed, O. San, A. Rasheed, 2020, PloS one.

A Multifidelity deep operator network approach to closure for multiscale systems

Shady E. Ahmed, P. Stinis, 2023, ArXiv.

Breaking the Kolmogorov Barrier in Model Reduction of Fluid Flows

Omer San, Shady E. Ahmed, Shady E. Ahmed, 2020 .

PyDA: A Hands-On Introduction to Dynamical Data Assimilation with Python

Omer San, Suraj Pawar, Shady E. Ahmed, 2020, Fluids.

Long short-term memory embedded nudging schemes for nonlinear data assimilation of geophysical flows

Shady E. Ahmed, Ionel M. Navon, O. San, 2020, Physics of Fluids.

Data-driven recovery of hidden physics in reduced order modeling of fluid flows

Shady E. Ahmed, O. San, A. Rasheed, 2019, Physics of Fluids.

Reduced order modeling of fluid flows: Machine learning, Kolmogorov barrier, closure modeling, and partitioning (Invited)

Omer San, Adil Rasheed, Shady E. Ahmed, 2020 .

Forward sensitivity approach for estimating eddy viscosity closures in nonlinear model reduction.

Shady E. Ahmed, O. San, A. Rasheed, 2020, Physical review. E.

A long short-term memory embedding for hybrid uplifted reduced order models

Shady E. Ahmed, O. San, A. Rasheed, 2019, Physica D: Nonlinear Phenomena.

On the dual advantage of placing observations through forward sensitivity analysis

J. M. Lewis, Shady E. Ahmed, S. Lakshmivarahan, 2023, Proceedings of the Royal Society A.

Memory embedded non-intrusive reduced order modeling of non-ergodic flows

S. M. Rahman, Shady E. Ahmed, Ionel M. Navon, 2019, Physics of Fluids.

Forward sensitivity analysis and mode dependent control for closure modeling of Galerkin systems

Shady E. Ahmed, O. San, 2023, Comput. Math. Appl..

A Multifidelity deep operator network approach to closure for multiscale systems

Shady E. Ahmed, P. Stinis, 2023, Computer Methods in Applied Mechanics and Engineering.

An Evolve-Then-Correct Reduced Order Model for Hidden Fluid Dynamics

Suraj Pawar, Shady E. Ahmed, O. San, 2019, Mathematics.

PyOED: An Extensible Suite for Data Assimilation and Model-Constrained Optimal Design of Experiments

Shady E. Ahmed, A. Attia, 2023, ArXiv.

A non-intrusive parametric reduced order model for urban wind flow using deep learning and Grassmann manifold.

Mandar V. Tabib, Shady E. Ahmed, O. San, 2021, Journal of Physics: Conference Series.

A nudged hybrid analysis and modeling approach for realtime wake-vortex transport and decay prediction pdf

Omer San, Adil Rasheed, Shady Ahmed, 2020, Computers & Fluids.

Interface learning in fluid dynamics: Statistical inference of closures within micro–macro-coupling models

Omer San, Suraj Pawar, Shady E. Ahmed, 2020, Physics of Fluids.

Forward sensitivity approach for estimating eddy viscosity closures in nonlinear model reduction.

Shady E. Ahmed, O. San, A. Rasheed, 2020, Physical review. E.