Michael Eldred

8.9k total citations · 1 hit paper
115 papers, 4.7k citations indexed

About

Michael Eldred is a scholar working on Statistics, Probability and Uncertainty, Computational Theory and Mathematics and Civil and Structural Engineering. According to data from OpenAlex, Michael Eldred has authored 115 papers receiving a total of 4.7k indexed citations (citations by other indexed papers that have themselves been cited), including 69 papers in Statistics, Probability and Uncertainty, 46 papers in Computational Theory and Mathematics and 21 papers in Civil and Structural Engineering. Recurrent topics in Michael Eldred's work include Probabilistic and Robust Engineering Design (69 papers), Advanced Multi-Objective Optimization Algorithms (42 papers) and Optimal Experimental Design Methods (18 papers). Michael Eldred is often cited by papers focused on Probabilistic and Robust Engineering Design (69 papers), Advanced Multi-Objective Optimization Algorithms (42 papers) and Optimal Experimental Design Methods (18 papers). Michael Eldred collaborates with scholars based in United States, Japan and Germany. Michael Eldred's co-authors include Laura Swiler, Barron Bichon, Anthony Giunta, Sankaran Mahadevan, J. M. McFarland, Peter Sloterdijk, Bruce Krajewski, John Burkardt, John Jakeman and Steven F. Wojtkiewicz and has published in prestigious journals such as Journal of Computational Physics, Computer Methods in Applied Mechanics and Engineering and AIAA Journal.

In The Last Decade

Michael Eldred

109 papers receiving 4.4k citations

Hit Papers

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What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions

2008 834 citations Michael Eldred, Laura Swiler et al. profile →

Peers

Countries citing papers authored by Michael Eldred

Since Specialization

Citations

This map shows the geographic impact of Michael Eldred's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Michael Eldred with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Eldred more than expected).

Fields of papers citing papers by Michael Eldred

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Michael Eldred. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Michael Eldred. The network helps show where Michael Eldred may publish in the future.

Co-authorship network of co-authors of Michael Eldred

This figure shows the co-authorship network connecting the top 25 collaborators of Michael Eldred. A scholar is included among the top collaborators of Michael Eldred based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Michael Eldred. Michael Eldred is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Multi-Fidelity Bayesian Networks for Transfer Learning in Modular Systems 2025 ·(unknown), Gianluca Geraci, Owen Davis, Michael Eldred, John Jakeman, (unknown), Alex Gorodetsky	0
2	Assessing decision boundaries under uncertainty 2024 ·Structural and Multidisciplinary Optimization ·Wilkins Aquino, (unknown), Michael Eldred, Andrew Kurzawski, (unknown), (unknown), (unknown), Timothy Walsh	0
3	Force training neural network potential energy surface models 2024 ·International Journal of Chemical Kinetics ·Christian Devereux, Yoona Yang, (unknown), Judit Zádor, Michael Eldred, Habib N. Najm	0
4	MULTILEVEL MONTE CARLO ESTIMATORS FOR DERIVATIVE-FREE OPTIMIZATION UNDER UNCERTAINTY 2023 ·International Journal for Uncertainty Quantification ·(unknown), Gianluca Geraci, Daniel Seidl, Youssef Marzouk, Michael Eldred, Hans‐Joachim Bungartz	2
5	Multifidelity uncertainty quantification with models based on dissimilar parameters 2023 ·Computer Methods in Applied Mechanics and Engineering ·Xiaoshu Zeng, Gianluca Geraci, Michael Eldred, John Jakeman, Alex Gorodetsky, Roger Ghanem	15
6	Adaptive experimental design for multi‐fidelity surrogate modeling of multi‐disciplinary systems 2022 ·International Journal for Numerical Methods in Engineering ·John Jakeman, Sam Friedman, Michael Eldred, Lorenzo Tamellini, Alex Gorodetsky, (unknown)	9
7	MFNETS: Multi-Fidelity Data-Driven Networks for Data Analysis. 2021 ·OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information) ·John Jakeman, Alex Gorodetsky, Michael Eldred, Gianluca Geraci, (unknown)	1
8	A generalized approximate control variate framework for multifidelity uncertainty quantification 2020 ·Journal of Computational Physics ·Alex Gorodetsky, Gianluca Geraci, Michael Eldred, John Jakeman	75
9	Polynomial chaos expansions for dependent random variables 2019 ·Computer Methods in Applied Mechanics and Engineering ·John Jakeman, (unknown), Akil Narayan, Michael Eldred, (unknown)	59
10	Adaptive multi‐index collocation for uncertainty quantification and sensitivity analysis 2019 ·International Journal for Numerical Methods in Engineering ·John Jakeman, Michael Eldred, Gianluca Geraci, Alex Gorodetsky	30
11	Enhancingℓ1-minimization estimates of polynomial chaos expansions using basis selection 2015 ·Journal of Computational Physics ·John Jakeman, Michael Eldred, Khachik Sargsyan	117
12	The First Light of the Subaru Laser Guide Star Adaptive Optics System 2007 ·Advanced Maui Optical and Space Surveillance Technologies Conference ·Hideki Takami, Yutaka Hayano, Shin Oya, Masayuki Hattori, Makoto Watanabe, Olivier Guyon, Michael Eldred, Stephen Colley, Y. Saito, (unknown), (unknown)	2
13	DAKOTA, A Multilevel Parallel Object-Oriented Framework for Design Optimization, Parameter Estimation, Sensitivity Analysis, and Uncertainty Quantification 2007 ·Michael Eldred, (unknown), (unknown)	1
14	The promise and peril of uncertainty quantification using response surface approximations 2006 ·Structure and Infrastructure Engineering ·Anthony Giunta, J. M. McFarland, Laura Swiler, Michael Eldred	57
15	The Surfpack Software Library for Surrogate Modeling of Sparse Irregularly Spaced Multidimensional Data 2006 ·Anthony Giunta, Laura Swiler, Shannon Brown, Michael Eldred, Mark Richards, Eric C. Cyr	19
16	Laser guide star AO project at the Subaru Telescope 2004 ·Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE ·Hideki Takami, Makoto Watanabe, Naruhisa Takato, Stephen Colley, Michael Eldred, Thomas J. Kane, Olivier Guyon, Masayuki Hattori, Miwa Goto, Masanori Iye, Yutaka Hayano, Yukiko Kamata, (unknown), Naoto Kobayashi, Yosuke Minowa	10
17	Second-Order Corrections for Surrogate-Based Optimization with Model Hierarchies 2004 ·10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference ·Michael Eldred, Anthony Giunta, S. Scott Collis	131
18	Solving the Infeasible Trust-Region Problem Using Approximations 2004 ·10th AIAA/ISSMO Multidisciplinary Analysis and Optimization Conference ·(unknown), Michael Eldred, John E. Renaud	8
19	Overview of Modern Design of Experiments Methods for Computational Simulations (Invited) 2003 ·41st Aerospace Sciences Meeting and Exhibit ·Anthony Giunta, Steven F. Wojtkiewicz, Michael Eldred	288
20	Optimization Under Uncertainty Methods for Computational Shock Physics Applications 2002 ·43rd AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference ·Anthony Giunta, Michael Eldred, T.G. Trucano, Steven F. Wojtkiewicz	8

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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