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Alessandro Lonardi

Physics for Inference and Optimization Doctoral Researcher

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Office: S2.018 Max Planck Ring 4 72076 Tübingen [email protected]
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To know more visit my personal webpage: aleable.github.io

I am Alessandro Lonardi, a PhD student working under the supervision of Dr. Caterina De Bacco in the Physics for Inference and Optimization group. Previous to that, I was a Master’s student in Mathematical Engineering at University of Padova (Padua, Italy), where I also obtained my Bachelor’s degree in Physics.

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Physics for Inference and Optimization Article Message-Passing on Hypergraphs: Detectability, Phase Transitions and Higher-Order Information Ruggeri, N., Lonardi, A., De Bacco, C. Journal of Statistical Mechanics: Theory and Experiment, April 2024 (Published) Preprint Code Paper DOI URL BibTeX
Physics for Inference and Optimization Article Cohesive urban bicycle infrastructure design through optimal transport routing in multilayer networks Lonardi, A., Szell, M., De Bacco, C. September 2024, Accepted (Accepted) Preprint Code URL BibTeX
Physics for Inference and Optimization Article Bilevel Optimization for Traffic Mitigation in Optimal Transport Networks Lonardi, A., De Bacco, C. Physical Review Letter, 131:267401, December 2023 (Published) Preprint Code Paper DOI URL BibTeX
Physics for Inference and Optimization Article Immiscible Color Flows in Optimal Transport Networks for Image Classification Lonardi, A., Baptista, D., De Bacco, C. Frontiers Physics, 11, February 2023 (Published) Preprint Code DOI BibTeX
Physics for Inference and Optimization Article Infrastructure adaptation and emergence of loops in network routing with time-dependent loads Lonardi, A., Facca, E., Putti, M., De Bacco, C. Physical Review E, 107(2), February 2023 (Published) Code Preprint DOI URL BibTeX
Physics for Inference and Optimization Article Multicommodity routing optimization for engineering networks Lonardi, A., Putti, M., De Bacco, C. Scientific Reports , 12:7474, May 2022 (Published) Preprint Code DOI URL BibTeX
Physics for Inference and Optimization Article Designing optimal networks for multicommodity transport problem Lonardi, A., Facca, E., Putti, M., De Bacco, C. Physical Review Research, 3(4):043010, October 2021 (Published) Code Preprint DOI BibTeX
Physics for Inference and Optimization Article Optimal Transport in Multilayer Networks for Traffic Flow Optimization for Traffic Flow Optimization Ibrahim, A. A., Lonardi, A., Bacco, C. D. Algorithms, 14(7):189, June 2021 (Published) Code Preprint DOI BibTeX
Physics for Inference and Optimization Master Thesis Developing new methods for routing and optimal transport on networks Lonardi, A. Università degli studi di Padova, 2020 pdf BibTeX
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