Karen E. Willcox
Impact in
- Statistics, Probability and Uncertainty top 0.01%
- Probabilistic and Robust Engineering Design
- Statistical and Nonlinear Physics top 0.02%
- Model Reduction and Neural Networks
Papers in
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- Probabilistic and Robust Engineering Design 143
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- Model Reduction and Neural Networks 122
- Co-authors
- Dava J. Newman (4 shared papers)Leia A. Stirling (4 shared papers)Philip A. Ferguson (1 shared paper)Benjamin Peherstorfer (27 shared papers)J. Peraire (9 shared papers)Serkan Gugercin (4 shared papers)Peter Benner (4 shared papers)Tan Bui-Thanh (8 shared papers)
- Journals
- AIAA Journal (24 papers)SIAM Journal on Scientific Computing (16 papers)Computer Methods in Applied Mechanics and Engineering (15 papers)International Journal for Numerical Methods in Engineering (9 papers)Nature Computational Science (5 papers)
- Partner nations
- United StatesSingaporeGermany
In The Last Decade
Karen E. Willcox
264 papers receiving 16.2k citations
Karen E. Willcox's Hit Papers
Peers
Comparison fields: 5 of 209
- Statistics, Probability and Uncertainty 4.9k
- Statistical and Nonlinear Physics 6.5k
- Numerical Analysis 941
- Computational Mechanics 3.4k
- Computational Theory and Mathematics 1.8k
Countries citing papers authored by Karen E. Willcox
This map shows the geographic impact of Karen E. Willcox'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 Karen E. Willcox with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Karen E. Willcox more than expected).
Fields of papers citing papers by Karen E. Willcox
This network shows the impact of papers produced by Karen E. Willcox. 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 Karen E. Willcox. The network helps show where Karen E. Willcox may publish in the future.
Co-authors
The 25 scholars most cited alongside Karen E. Willcox, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 271 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Kinetics and Kinematics for Translational Motions in Microgravity During Parabolic Flight Hit paper breakdown → | 2009 | 4846 |
| 2 | A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems Hit paper breakdown → | 2015 | 1302 |
| 3 | Balanced Model Reduction via the Proper Orthogonal Decomposition Hit paper breakdown → | 2002 | 791 |
| 4 | Survey of Multifidelity Methods in Uncertainty Propagation, Inference, and Optimization Hit paper breakdown → | 2018 | 717 |
| 5 | 2004 | 413 | |
| 6 | 2005 | 347 | |
| 7 | 2008 | 333 | |
| 8 | Data-driven operator inference for nonintrusive projection-based model reduction Hit paper breakdown → | 2016 | 318 |
| 9 | Projection-based model reduction: Formulations for physics-based machine learning Hit paper breakdown → | 2018 | 281 |
| 10 | 2008 | 267 | |
| 11 | 2003 | 209 | |
| 12 | 2020 | 205 | |
| 13 | 2008 | 203 | |
| 14 | 2016 | 191 | |
| 15 | 2014 | 190 | |
| 16 | 2010 | 183 | |
| 17 | 2020 | 172 | |
| 18 | 2015 | 167 | |
| 19 | 2014 | 165 | |
| 20 | 2015 | 162 |
About Karen E. Willcox
Karen E. Willcox is a scholar working on Statistics, Probability and Uncertainty, Statistical and Nonlinear Physics, Computational Theory and Mathematics, Computational Mechanics and Aerospace Engineering, having authored 271 papers that have together received 16.9k indexed citations. Recurring topics across this work include Probabilistic and Robust Engineering Design (143 papers), Model Reduction and Neural Networks (122 papers), Advanced Multi-Objective Optimization Algorithms (68 papers), Computational Fluid Dynamics and Aerodynamics (34 papers), Advanced Aircraft Design and Technologies (21 papers), Optimal Experimental Design Methods (18 papers), Gaussian Processes and Bayesian Inference (18 papers) and Structural Health Monitoring Techniques (16 papers). The work is most often cited by research in Statistics, Probability and Uncertainty (4.9k citations), Statistical and Nonlinear Physics (6.5k citations), Numerical Analysis (941 citations), Computational Mechanics (3.4k citations) and Computational Theory and Mathematics (1.8k citations). Karen E. Willcox has collaborated with scholars based in United States, Singapore and Germany. Frequent co-authors include Dava J. Newman, Leia A. Stirling, Philip A. Ferguson, Benjamin Peherstorfer, J. Peraire, Serkan Gugercin, Peter Benner, Tan Bui-Thanh, Omar N. Ghattas and Max Gunzburger. Their work appears in journals such as AIAA Journal, SIAM Journal on Scientific Computing, Computer Methods in Applied Mechanics and Engineering, International Journal for Numerical Methods in Engineering and Nature Computational Science.
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.