Patrick J. Coles
Impact in
- Artificial Intelligence top 0.1%
- Quantum Computing Algorithms and Architecture
- Quantum Information and Cryptography
- Neural Networks and Reservoir Computing
- Neural Networks and Applications
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- Quantum Mechanics and Applications
- Quantum and electron transport phenomena
- Quantum many-body systems
Papers in
-
- Quantum Computing Algorithms and Architecture 65
- Quantum Information and Cryptography 64
- Neural Networks and Reservoir Computing 8
- Stochastic Gradient Optimization Techniques 7
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- Quantum Mechanics and Applications 26
- Quantum and electron transport phenomena 15
- Quantum many-body systems 7
- Co-authors
- M. Cerezo (33 shared papers)Łukasz Cincio (28 shared papers)Kunal Sharma (10 shared papers)Tyler J. Volkoff (3 shared papers)Zoë Holmes (12 shared papers)Andrew T. Sornborger (14 shared papers)Akira Sone (7 shared papers)Stephanie Wehner (5 shared papers)
- Journals
- Physical Review A (11 papers)Quantum (10 papers)Nature Communications (9 papers)Quantum Science and Technology (7 papers)Physical Review Letters (6 papers)
- Partner nations
- United StatesCanadaUnited Kingdom
In The Last Decade
Patrick J. Coles
80 papers receiving 5.9k citations
Patrick J. Coles's Hit Papers
Peers
Comparison fields: 5 of 105
- Artificial Intelligence 5.2k
- Atomic and Molecular Physics, and Optics 2.9k
- Computational Theory and Mathematics 669
- Statistical and Nonlinear Physics 445
- Computational Mathematics 19
Countries citing papers authored by Patrick J. Coles
This map shows the geographic impact of Patrick J. Coles'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 J. Coles with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Patrick J. Coles more than expected).
Fields of papers citing papers by Patrick J. Coles
This network shows the impact of papers produced by Patrick J. Coles. 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 J. Coles. The network helps show where Patrick J. Coles may publish in the future.
Co-authors
The 25 scholars most cited alongside Patrick J. Coles, 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 83 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Cost function dependent barren plateaus in shallow parametrized quantum circuits Hit paper breakdown → | 2021 | 706 |
| 2 | Challenges and opportunities in quantum machine learning Hit paper breakdown → | 2022 | 412 |
| 3 | Entropic uncertainty relations and their applications Hit paper breakdown → | 2017 | 410 |
| 4 | Connecting Ansatz Expressibility to Gradient Magnitudes and Barren Plateaus Hit paper breakdown → | 2022 | 374 |
| 5 | Generalization in quantum machine learning from few training data Hit paper breakdown → | 2022 | 306 |
| 6 | 2019 | 262 | |
| 7 | 2020 | 165 | |
| 8 | 2015 | 163 | |
| 9 | Diagnosing Barren Plateaus with Tools from Quantum Optimal Control Hit paper breakdown → | 2022 | 157 |
| 10 | 2014 | 145 | |
| 11 | 2019 | 141 | |
| 12 | Noise resilience of variational quantum compiling | 2020 | 131 |
| 13 | 2012 | 130 | |
| 14 | Theory of overparametrization in quantum neural networks Hit paper breakdown → | 2023 | 126 |
| 15 | 2022 | 118 | |
| 16 | 2023 | 111 | |
| 17 | 2016 | 111 | |
| 18 | 2021 | 110 | |
| 19 | 2022 | 108 | |
| 20 | 2022 | 103 |
About Patrick J. Coles
Patrick J. Coles is a scholar working on Artificial Intelligence, Atomic and Molecular Physics, and Optics, Statistical and Nonlinear Physics, Computational Theory and Mathematics and Spectroscopy, having authored 83 papers that have together received 6.0k indexed citations. Recurring topics across this work include Quantum Computing Algorithms and Architecture (65 papers), Quantum Information and Cryptography (64 papers), Quantum Mechanics and Applications (26 papers), Quantum and electron transport phenomena (15 papers), Neural Networks and Reservoir Computing (8 papers), Advanced Thermodynamics and Statistical Mechanics (7 papers), Stochastic Gradient Optimization Techniques (7 papers) and Quantum many-body systems (7 papers). The work is most often cited by research in Artificial Intelligence (5.2k citations), Atomic and Molecular Physics, and Optics (2.9k citations), Computational Theory and Mathematics (669 citations), Statistical and Nonlinear Physics (445 citations) and Computational Mathematics (19 citations). Patrick J. Coles has collaborated with scholars based in United States, Canada and United Kingdom. Frequent co-authors include M. Cerezo, Łukasz Cincio, Kunal Sharma, Tyler J. Volkoff, Zoë Holmes, Andrew T. Sornborger, Akira Sone, Stephanie Wehner, Hsin-Yuan Huang and Mario Berta. Their work appears in journals such as Physical Review A, Quantum, Nature Communications, Quantum Science and Technology and Physical Review Letters.
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.