Firas Hamze
Impact in
- Artificial Intelligence top 5%
- Quantum Computing Algorithms and Architecture
- Quantum Information and Cryptography
- Neural Networks and Reservoir Computing
- Condensed Matter Physics top 10%
- Theoretical and Computational Physics
Papers in
-
- Bayesian Methods and Mixture Models 4
- Quantum Computing Algorithms and Architecture 3
- Bayesian Modeling and Causal Inference 3
- Neural Networks and Applications 3
- Neural Networks and Reservoir Computing 3
-
- Markov Chains and Monte Carlo Methods 10
- Co-authors
- Helmut G. Katzgraber (7 shared papers)Nando de Freitas (6 shared papers)Ruben S. Andrist (1 shared paper)Andrew J. Ochoa (4 shared papers)Zheng Zhu (3 shared papers)Neil G. Dickson (4 shared papers)Kamran Karimi (4 shared papers)Stefan Schnabel (2 shared papers)
- Journals
- Physical review. E (4 papers)Journal of Computational Physics (1 paper)Quantum Information Processing (1 paper)Physical review. A (1 paper)International Journal of Modern Physics C (1 paper)
- Partner nations
- CanadaUnited StatesChina
In The Last Decade
Firas Hamze
22 papers receiving 384 citations
Peers
Comparison fields: 5 of 64
- Artificial Intelligence 274
- Condensed Matter Physics 73
- Statistics and Probability 49
- Computational Theory and Mathematics 68
- Atomic and Molecular Physics, and Optics 85
Countries citing papers authored by Firas Hamze
This map shows the geographic impact of Firas Hamze'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 Firas Hamze with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Firas Hamze more than expected).
Fields of papers citing papers by Firas Hamze
This network shows the impact of papers produced by Firas Hamze. 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 Firas Hamze. The network helps show where Firas Hamze may publish in the future.
Co-authors
The 25 scholars most cited alongside Firas Hamze, 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 22 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2014 | 86 | |
| 2 | 2016 | 51 | |
| 3 | Seeking Quantum Speedup Through Spin Glasses: The Good, the Bad, and the Ugly | 2019 | 37 |
| 4 | 2004 | 32 | |
| 5 | Adaptive MCMC with Bayesian Optimization | 2012 | 28 |
| 6 | 2011 | 20 | |
| 7 | 2011 | 20 | |
| 8 | 2010 | 17 | |
| 9 | 2018 | 16 | |
| 10 | 2020 | 16 | |
| 11 | 2020 | 13 | |
| 12 | Hot Coupling: A Particle Approach to Inference and Normalization on Pairwise Undirected Graphs | 2005 | 10 |
| 13 | 2010 | 10 | |
| 14 | 2013 | 9 | |
| 15 | Hot coupling: a particle approach to inference and normalization on pairwise undirected graphs of arbitrary topology | 2005 | 8 |
| 16 | 2010 | 8 | |
| 17 | A Stochastic approximation method for inference in probabilistic graphical models | 2009 | 7 |
| 18 | Intracluster moves for constrained discrete-space MCMC | 2010 | 3 |
| 19 | 2012 | 3 | |
| 20 | 2011 | 3 |
About Firas Hamze
Firas Hamze is a scholar working on Artificial Intelligence, Statistics and Probability, Condensed Matter Physics, Atomic and Molecular Physics, and Optics and Computational Theory and Mathematics, having authored 22 papers that have together received 401 indexed citations. Recurring topics across this work include Markov Chains and Monte Carlo Methods (10 papers), Theoretical and Computational Physics (9 papers), Bayesian Methods and Mixture Models (4 papers), Quantum many-body systems (3 papers), Quantum Computing Algorithms and Architecture (3 papers), Bayesian Modeling and Causal Inference (3 papers), Neural Networks and Applications (3 papers) and Neural Networks and Reservoir Computing (3 papers). The work is most often cited by research in Artificial Intelligence (274 citations), Condensed Matter Physics (73 citations), Statistics and Probability (49 citations), Computational Theory and Mathematics (68 citations) and Atomic and Molecular Physics, and Optics (85 citations). Firas Hamze has collaborated with scholars based in Canada, United States and China. Frequent co-authors include Helmut G. Katzgraber, Nando de Freitas, Ruben S. Andrist, Andrew J. Ochoa, Zheng Zhu, Neil G. Dickson, Kamran Karimi, Stefan Schnabel, Ziyu Wang and Jack Raymond. Their work appears in journals such as Physical review. E, Journal of Computational Physics, Quantum Information Processing, Physical review. A and International Journal of Modern Physics C.
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.