Ahmed Attia

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 16

Top Topics

Data Assimilation

Agent Based Simulations

Top Venues

SIAM J. Sci. Comput.

Publications

Ahmed Attia
Probabilistic Approach to Black-Box Binary Optimization with Budget Constraints: Application to Sensor Placement. CoRR (2024)
Ahmed Attia, Daniel Adrian Maldonado, Emil M. Constantinescu, Mihai Anitescu
Centralized calibration of power system dynamic models using variational data assimilation. CoRR (2023)
Ahmed Attia, Sven Leyffer, Todd S. Munson
Robust A-Optimal Experimental Design for Bayesian Inverse Problems. CoRR (2023)
Ahmed Attia, Shady E. Ahmed
PyOED: An Extensible Suite for Data Assimilation and Model-Constrained Optimal Design of Experiments. CoRR (2023)
Ahmed Attia, Sven Leyffer, Todd S. Munson
Stochastic Learning Approach for Binary Optimization: Application to Bayesian Optimal Design of Experiments. SIAM J. Sci. Comput. 44 (2) (2022)
Ahmed Attia, Emil M. Constantinescu
Optimal Experimental Design for Inverse Problems in the Presence of Observation Correlations. SIAM J. Sci. Comput. 44 (4) (2022)
Ahmed Attia, Sven Leyffer, Todd S. Munson
Stochastic Learning Approach to Binary Optimization for Optimal Design of Experiments. CoRR (2021)
Abdelrahman El-Amin, Seif Eldawlatly, Ahmed Attia, Omar Hammad, Osama Nasr, Osama Ghozlan, Remon Raouf, Ahmed M. Hamed, Hany Eldawlatly, Magdy A. El-Moursy
Brain-in-Car: A Brain Activity-based Emotion Recognition Embedded System for Automotive. ICVES (2019)
Azam S. Zavar Moosavi, Ahmed Attia, Adrian Sandu
Tuning Covariance Localization Using Machine Learning. ICCS (4) (2019)
Azam S. Zavar Moosavi, Ahmed Attia, Adrian Sandu
A Machine Learning Approach to Adaptive Covariance Localization. CoRR (2018)
Ahmed Attia, Emil M. Constantinescu
An Optimal Experimental Design Framework for Adaptive Inflation and Covariance Localization for Ensemble Filters. CoRR (2018)
Ahmed Attia, Alen Alexanderian, Arvind K. Saibaba
Goal-Oriented Optimal Design of Experiments for Large-Scale Bayesian Linear Inverse Problems. CoRR (2018)
Ahmed Attia, Adrian Sandu
DATeS: A Highly-Extensible Data Assimilation Testing Suite. CoRR (2017)
Ahmed Attia, Razvan Stefanescu, Adrian Sandu
The Reduced-Order Hybrid Monte Carlo Sampling Smoother. CoRR (2016)
Ahmed Attia, Azam S. Zavar Moosavi, Adrian Sandu
Cluster Sampling Filters for Non-Gaussian Data Assimilation. CoRR (2016)
Ahmed Attia, Vishwas Rao, Adrian Sandu
A Hybrid Monte-Carlo Sampling Smoother for Four Dimensional Data Assimilation. CoRR (2015)
Ahmed Attia, Vishwas Rao, Adrian Sandu
A Sampling Approach for Four Dimensional Data Assimilation. DyDESS (2014)
Ahmed Attia, Adrian Sandu
A Sampling Filter for Non-Gaussian Data Assimilation. CoRR (2014)