Patrick Koch
Impact in
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- Probabilistic and Robust Engineering Design
- Computational Theory and Mathematics top 0.2%
- Advanced Multi-Objective Optimization Algorithms
Papers in
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- Advanced Multi-Objective Optimization Algorithms 28
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- Metaheuristic Optimization Algorithms Research 12
- Evolutionary Algorithms and Applications 10
- Machine Learning and Data Classification 8
- Co-authors
- Timothy W. Simpson (6 shared papers)Janet K. Allen (11 shared papers)R. J. Yang (2 shared papers)Farrokh Mistree (13 shared papers)Linxia Gu (1 shared paper)Andrew Booker (1 shared paper)Anthony Giunta (1 shared paper)Dipankar Ghosh (1 shared paper)
- Journals
- Structural and Multidisciplinary Optimization (3 papers)AIAA Journal (2 papers)Engineering With Computers (1 paper)IEEE Transactions on Computational Intelligence and AI in Games (1 paper)International Journal of Human-Computer Studies (1 paper)
- Partner nations
- United StatesGermanyFrance
In The Last Decade
Patrick Koch
76 papers receiving 3.2k citations
Patrick Koch's Hit Papers
Peers
Comparison fields: 5 of 141
- Statistics, Probability and Uncertainty 1.1k
- Computational Theory and Mathematics 1.6k
- Management Science and Operations Research 733
- Industrial and Manufacturing Engineering 416
- Civil and Structural Engineering 470
Countries citing papers authored by Patrick Koch
This map shows the geographic impact of Patrick Koch'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 Patrick Koch with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Patrick Koch more than expected).
Fields of papers citing papers by Patrick Koch
This network shows the impact of papers produced by Patrick Koch. 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 Patrick Koch. The network helps show where Patrick Koch may publish in the future.
Co-authors
The 25 scholars most cited alongside Patrick Koch, 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 81 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Metamodels for Computer-based Engineering Design: Survey and recommendations Hit paper breakdown → | 2001 | 1546 |
| 2 | 2004 | 351 | |
| 3 | 2004 | 200 | |
| 4 | 1997 | 168 | |
| 5 | 1999 | 161 | |
| 6 | 2006 | 149 | |
| 7 | 2002 | 78 | |
| 8 | 2008 | 70 | |
| 9 | 2009 | 52 | |
| 10 | 2000 | 48 | |
| 11 | 2002 | 39 | |
| 12 | 2002 | 39 | |
| 13 | 2015 | 35 | |
| 14 | 2015 | 31 | |
| 15 | 2010 | 29 | |
| 16 | Wood for Structural and Architectural Purposes | 1976 | 25 |
| 17 | 1996 | 25 | |
| 18 | 2015 | 23 | |
| 19 | 1994 | 20 | |
| 20 | 2020 | 18 |
About Patrick Koch
Patrick Koch is a scholar working on Computational Theory and Mathematics, Artificial Intelligence, Management Science and Operations Research, Statistics, Probability and Uncertainty and Environmental Engineering, having authored 81 papers that have together received 3.5k indexed citations. Recurring topics across this work include Advanced Multi-Objective Optimization Algorithms (28 papers), Probabilistic and Robust Engineering Design (17 papers), Optimal Experimental Design Methods (15 papers), Metaheuristic Optimization Algorithms Research (12 papers), Evolutionary Algorithms and Applications (10 papers), Machine Learning and Data Classification (8 papers), Manufacturing Process and Optimization (7 papers) and Environmental Impact and Sustainability (4 papers). The work is most often cited by research in Statistics, Probability and Uncertainty (1.1k citations), Computational Theory and Mathematics (1.6k citations), Management Science and Operations Research (733 citations), Industrial and Manufacturing Engineering (416 citations) and Civil and Structural Engineering (470 citations). Patrick Koch has collaborated with scholars based in United States, Germany and France. Frequent co-authors include Timothy W. Simpson, Janet K. Allen, R. J. Yang, Farrokh Mistree, Linxia Gu, Andrew Booker, Anthony Giunta, Dipankar Ghosh, Wolfgang Konen and Heini Wernli. Their work appears in journals such as Structural and Multidisciplinary Optimization, AIAA Journal, Engineering With Computers, IEEE Transactions on Computational Intelligence and AI in Games and International Journal of Human-Computer Studies.
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.