Karen Willcox

224 papers and 14.9k indexed citations i.

About

Karen Willcox is a scholar working on Statistics, Probability and Uncertainty, Statistical and Nonlinear Physics and Computational Theory and Mathematics. According to data from OpenAlex, Karen Willcox has authored 224 papers receiving a total of 14.9k indexed citations (citations by other indexed papers that have themselves been cited), including 130 papers in Statistics, Probability and Uncertainty, 108 papers in Statistical and Nonlinear Physics and 61 papers in Computational Theory and Mathematics. Recurrent topics in Karen Willcox’s work include Probabilistic and Robust Engineering Design (130 papers), Model Reduction and Neural Networks (106 papers) and Advanced Multi-Objective Optimization Algorithms (61 papers). Karen Willcox is often cited by papers focused on Probabilistic and Robust Engineering Design (130 papers), Model Reduction and Neural Networks (106 papers) and Advanced Multi-Objective Optimization Algorithms (61 papers). Karen Willcox collaborates with scholars based in United States, Germany and United Kingdom. Karen Willcox's co-authors include Leia Stirling, Dava Newman, Philip Ferguson, Benjamin Peherstorfer, J. Peraire, Serkan Gugercin, Peter Benner, Tan Bui‐Thanh, Omar Ghattas and Max Gunzburger and has published in prestigious journals such as IEEE Transactions on Automatic Control, Journal of Computational Physics and Automatica.

In The Last Decade

Co-authorship network of co-authors of Karen Willcox i

Fields of papers citing papers by Karen Willcox

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Karen 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 Willcox. The network helps show where Karen Willcox may publish in the future.

Countries citing papers authored by Karen Willcox

Since Specialization
Citations

This map shows the geographic impact of Karen 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 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 Willcox more than expected).

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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2025