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Articles by Ahmed Attia

Probabilistic Approach to Black-Box Binary Optimization with Budget Constraints: Application to Sensor Placement
9 June 2024 by Ahmed Attia
Optimization and Control, Computational Engineering, Finance, and Science
PyOED: An Extensible Suite for Data Assimilation and Model-Constrained Optimal Design of Experiments
19 December 2023 by Abhijit Chowdhary and others at LogoArgonne National Laboratory
Mathematical Software
Centralized calibration of power system dynamic models using variational data assimilation
13 November 2023 by Ahmed Attia and others
Optimization and Control, Computational Engineering, Finance, and Science
Heuristic Algorithms for Placing Geomagnetically Induced Current Blocking Devices
13 October 2023 by Minseok Ryu and others
Optimization and Control
Robust A-Optimal Experimental Design for Bayesian Inverse Problems
5 May 2023 by Ahmed Attia and others
Optimization and Control, Machine Learning
Optimal Experimental Design for Inverse Problems in the Presence of Observation Correlations
5 August 2021 by Ahmed Attia and Emil Constantinescu
Optimization and Control, Computation
Stochastic Learning Approach to Binary Optimization for Optimal Design of Experiments
15 January 2021 by Ahmed Attia and others
Optimization and Control, Machine Learning
An Optimal Experimental Design Framework for Adaptive Inflation and Covariance Localization for Ensemble Filters
24 March 2019 by Ahmed Attia and Emil Constantinescu
Computational Engineering, Finance, and Science, Applications
DATeS: A Highly-Extensible Data Assimilation Testing Suite v1.0
2 July 2018 by Ahmed Attia and Adrian Sandu
Mathematical Software
Goal-Oriented Optimal Design of Experiments for Large-Scale Bayesian Linear Inverse Problems
11 June 2018 by Ahmed Attia and others
Computational Engineering, Finance, and Science, Numerical Analysis
A Machine Learning Approach to Adaptive Covariance Localization
21 January 2018 by Azam Moosavi and others
Methodology, Machine Learning
Cluster Sampling Filters for Non-Gaussian Data Assimilation
18 August 2016 by Ahmed Attia and others
Computation, Numerical Analysis
The Reduced-Order Hybrid Monte Carlo Sampling Smoother
2 January 2016 by Ahmed Attia and others
Numerical Analysis, Applications
A Hybrid Monte-Carlo Sampling Smoother for Four Dimensional Data Assimilation
18 May 2015 by Ahmed Attia and others
Numerical Analysis, Computation
A Sampling Filter for Non-Gaussian Data Assimilation
5 December 2014 by Ahmed Attia and Adrian Sandu
Computational Engineering, Finance, and Science, Computation