Firas Hamze
Impact in
- Artificial Intelligence top 5%
- Quantum Computing Algorithms and Architecture
- Quantum Information and Cryptography
- Neural Networks and Reservoir Computing
- Statistics and Probability top 10%
- Markov Chains and Monte Carlo Methods
Papers in
-
- Bayesian Methods and Mixture Models 4
- Bayesian Modeling and Causal Inference 3
- Neural Networks and Applications 3
- Neural Networks and Reservoir Computing 3
- Quantum Computing Algorithms and Architecture 2
-
- Markov Chains and Monte Carlo Methods 10
- Co-authors
- Helmut G. Katzgraber (6 shared papers)Nando de Freitas (6 shared papers)Ruben S. Andrist (1 shared paper)Kamran Karimi (4 shared papers)Neil G. Dickson (4 shared papers)Stefan Schnabel (2 shared papers)Ziyu Wang (2 shared papers)Zheng Zhu (2 shared papers)
- Journals
- Physical review. E (4 papers)Physical Review X (1 paper)ACM Transactions on Modeling and Computer Simulation (1 paper)International Journal of Modern Physics C (1 paper)The International Journal of High Performance Computing Applications (1 paper)
- Partner nations
- United StatesCanadaGermany
In The Last Decade
Firas Hamze
19 papers receiving 318 citations
Peers
Comparison fields: 5 of 58
- Artificial Intelligence 233
- Statistics and Probability 46
- Condensed Matter Physics 62
- Computational Theory and Mathematics 56
- Hardware and Architecture 16
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
| # | Work | ||
|---|---|---|---|
| 1 | 2014 | 84 | |
| 2 | 2016 | 50 | |
| 3 | 2004 | 31 | |
| 4 | Adaptive MCMC with Bayesian Optimization | 2012 | 28 |
| 5 | 2011 | 20 | |
| 6 | 2011 | 18 | |
| 7 | 2010 | 17 | |
| 8 | 2020 | 15 | |
| 9 | 2018 | 14 | |
| 10 | 2020 | 12 | |
| 11 | 2010 | 10 | |
| 12 | Hot Coupling: A Particle Approach to Inference and Normalization on Pairwise Undirected Graphs | 2005 | 9 |
| 13 | 2013 | 9 | |
| 14 | Hot coupling: a particle approach to inference and normalization on pairwise undirected graphs of arbitrary topology | 2005 | 8 |
| 15 | 2010 | 8 | |
| 16 | A Stochastic approximation method for inference in probabilistic graphical models | 2009 | 7 |
| 17 | Intracluster moves for constrained discrete-space MCMC | 2010 | 3 |
| 18 | 2015 | 2 | |
| 19 | 2024 | 1 |
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 19 papers that have together received 346 indexed citations. Recurring topics across this work include Markov Chains and Monte Carlo Methods (10 papers), Theoretical and Computational Physics (8 papers), Bayesian Methods and Mixture Models (4 papers), Bayesian Modeling and Causal Inference (3 papers), Neural Networks and Applications (3 papers), Neural Networks and Reservoir Computing (3 papers), Quantum many-body systems (3 papers) and Quantum Computing Algorithms and Architecture (2 papers). The work is most often cited by research in Artificial Intelligence (233 citations), Statistics and Probability (46 citations), Condensed Matter Physics (62 citations), Computational Theory and Mathematics (56 citations) and Hardware and Architecture (16 citations). Firas Hamze has collaborated with scholars based in United States, Canada and Germany. Frequent co-authors include Helmut G. Katzgraber, Nando de Freitas, Ruben S. Andrist, Kamran Karimi, Neil G. Dickson, Stefan Schnabel, Ziyu Wang, Zheng Zhu, Jack Raymond and P. Bunyk. Their work appears in journals such as Physical review. E, Physical Review X, ACM Transactions on Modeling and Computer Simulation, International Journal of Modern Physics C and The International Journal of High Performance Computing Applications.
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.