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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.
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JOURNAL OF PHYSICAL CHEMISTRY LETTERSno. 15 (2024): 3996-4005
arXiv (Cornell University) (2023)
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IEEE Access (2023): 47282-47290
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