基本信息
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Bio
Alex Rodriguez received the Ph.D. degree from the University of Barcelona, in 2012. He is currently a Senior Researcher in computer science with the University of Trieste. He was the “Ludwig Boltzmann” Senior Postdoctoral Fellow with the Condensed Matter and Statistical Physics Section, International Center for Theoretical Physics (ICTP), a Postdoctoral Fellow with the International School for Advanced Studies (SISSA), and a Professional Researcher with Universitat Politécnica de Catalunya (UPC). He is teaching in the Artificial Intelligence degree with the University of Trieste, in the SISSA Theoretical and Scientific Data Science Ph.D. Program, and the Master of High-Performance Computing (SISSA/ICTP) Program. His research interests include the interface between physics and data science: he wants to understand how the properties of data generated by physical simulations are related to the actual physical properties of the systems under study. He develops new machine learning methods (mostly unsupervised) that have been useful in many fields beyond physical sciences: clustering algorithms, density estimation, and manifold learning algorithms.
Research Interests
Papers共 117 篇Author StatisticsCo-AuthorSimilar Experts
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Alex Rodriguez,Youngdae Kim,Tarak Nath Nandi,Karl Keat, Rachit Kumar,Rohan Bhukar,Mitchell Conery,Molei Liu, John Hessington,Ketan Maheshwari,Drew Schmidt,VA Million Veteran Program,
bioRxiv : the preprint server for biology (2024)
Neuroinformaticsno. 2 (2024): 1-15
PHYSICAL REVIEW Eno. 5 (2024): 054305-054305
arxiv(2024)
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JOURNAL OF PHYSICAL CHEMISTRY LETTERSno. 15 (2024): 3996-4005
Debarshi Banerjee,Khatereh Azizi,Colin K. Egan,Edward Danquah Donkor,Cesare Malosso,Solana Di Pino,Gonzalo Diaz Miron,Martina Stella,Giulia Sormani, Germaine Neza Hozana,Marta Monti,Uriel N. Morzan,
arxiv(2024)
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PHYSICAL REVIEW Eno. 3 (2024): 034102-034102
arxiv(2024)
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Author Statistics
#Papers: 116
#Citation: 13711
H-Index: 28
G-Index: 86
Sociability: 7
Diversity: 3
Activity: 67
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