{"id":157590,"date":"2025-05-12T14:41:59","date_gmt":"2025-05-12T14:41:59","guid":{"rendered":"https:\/\/www.unipi.it\/ateneo\/organizzazione\/persone\/dario-trevisan-109588-en\/"},"modified":"2026-04-01T04:58:22","modified_gmt":"2026-04-01T02:58:22","slug":"dario-trevisan-109588-en","status":"publish","type":"unipi_persone","link":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/dario-trevisan-109588-en\/","title":{"rendered":"Dario Trevisan"},"content":{"rendered":"<p>Professore Ordinario &#8211; Dipartimento di Matematica | Tel.: 050 2213304 &#8211; Email: dario.trevisan@unipi.it<\/p>\n","protected":false},"template":"","meta":{"unipi-persone-chiave":"109588","unipi-persone-nome":"Dario","unipi-persone-cognome":"Trevisan","unipi-persone-email":"dario.trevisan@unipi.it","unipi-persone-cv":"Dario Trevisan is Full Professor of Probability and Mathematical Statistics at the Department of Mathematics, University of Pisa (UNIPI), where he has been on the faculty since 2015 (Assistant, then Tenured Researcher, Associate Professor, and since October 2024 Full Professor). His research lies at the interface of stochastic analysis, optimal transport and geometric measure theory, with applications to quantum information, combinatorial optimisation and, more recently, machine learning theory.<br \/>\r\n<br \/>\r\nHe obtained his PhD in Mathematics from Scuola Normale Superiore (SNS) in 2014 (70\/70 cum laude; supervisors L. Ambrosio and M. Pratelli). He has authored over 40 papers in international peer-reviewed journals, including Annales Henri Poincar\u00e9, Journal of Functional Analysis, Probability Theory and Related Fields, Communications in Mathematical Physics, Machine Learning and IEEE Transactions on Information Theory. His work has been recognised by the Guido Fubini Prize 2021 (Mathesis) for \u201cProbability and its role in analysis and mathematical physics\u201d and the Bruno de Finetti Prize (A series) 2025 (UMI) for \u201cProbability and its applications\u201d.<br \/>\r\n<br \/>\r\nTrevisan is active in several national and international research projects (PRIN 2022 \u201cLeQun\u201d, FAIR, SPOKE 10 \u201cHPC, Big Data and Quantum Computing\u201d, SPOKE 1 \u201cHuman-centered AI\u201d, Galileo project on variational methods, GNAMPA-INdAM projects) and has been co-organiser of major scientific events, including the IPAM Thematic Program \u201cNon-commutative Optimal Transport\u201d (Los Angeles, 2025) and the INdAM Workshop \u201cQuantum Optimal Transport and Applications\u201d (Cortona, 2024).<br \/>\r\n<br \/>\r\nHe is currently Area Coordinator for Internationalization at the UNIPI Department of Mathematics, member of the PhD boards in Mathematics and in High-Performance Scientific Computing, and editor of the Springer journal \u201cNonlinear Analysis\u201d. He has extensive teaching experience at all university levels in mathematics, engineering, computer science and chemistry programmes, and has supervised numerous Bachelor\u2019s and Master\u2019s theses and one PhD student. ORCID: 0000-0002-4563-5638; Scopus ID: 55661914000; WoS ResearcherID: ABG-6151-2021.","unipi-persone-link-esterno-cv":"https:\/\/web.dm.unipi.it\/trevisan\/en\/cv-eng.pdf","unipi-persone-modalita-ricevimento":"","unipi-persone-luogo-ricevimento":"","unipi-persone-ore-ricevimento":"","unipi-persone-telefono":"050 2213304","unipi-persone-sitoweb":"https:\/\/web.dm.unipi.it\/trevisan\/","unipi-persone-cariche":"","unipi-persone-link-orario-lezioni":"https:\/\/unipi.prod.up.cineca.it\/calendarioPubblico\/matricola=015861","unipi-persone-link-registro-lezioni":"https:\/\/unimap.unipi.it\/registri\/registri.php?ri=015861&tmplt=principale.tpl","unipi-persone-settore-scientifico":"Probabilita&#039; e Statistica Matematica MATH-03\/B","unipi-persone-ruolo":"Professore Ordinario","unipi-persone-arpi":"https:\/\/arpi.unipi.it\/cris\/rp\/rp01257","unipi-persone-pubblicazioni":"<ul class=\"pubblicazioni-list\"><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1354508\" target=\"_blank\" rel=\"noopener noreferrer\">On Distances Among Slater Determinant States and Determinantal Point Processes<\/a> <span class=\"pub-details\">(Boccato, C.; Pieroni, F.; Trevisan, D. - 2026 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1347349\" target=\"_blank\" rel=\"noopener noreferrer\">Wasserstein asymptotics for empirical measures of diffusions on four dimensional closed manifolds<\/a> <span class=\"pub-details\">(Trevisan, Dario; Wang, Feng-Yu; Zhu, Jie-Xiang - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1323591\" target=\"_blank\" rel=\"noopener noreferrer\">Wasserstein asymptotics for Brownian motion on the flat torus and Brownian interlacements<\/a> <span class=\"pub-details\">(Mariani, Mauro; Trevisan, Dario - 2025 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1323596\" target=\"_blank\" rel=\"noopener noreferrer\">Sharp PDE estimates for random two-dimensional bipartite matching with power cost function<\/a> <span class=\"pub-details\">(Ambrosio, Luigi; Vitillaro, Federico; Trevisan, Dario - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1276114\" target=\"_blank\" rel=\"noopener noreferrer\">RECONSTRUCTION OF MANIFOLD EMBEDDINGS INTO EUCLIDEAN SPACES VIA INTRINSIC DISTANCES<\/a> <span class=\"pub-details\">(Puchkin, N.; Spokoiny, V.; Stepanov, E.; Trevisan, D. - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1276113\" target=\"_blank\" rel=\"noopener noreferrer\">Quantum Optimal Transport: Quantum Channels and Qubits<\/a> <span class=\"pub-details\">(De Palma, Giacomo; Trevisan, Dario - 2024 - 2.1 Contributo in volume (Capitolo o Saggio))<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1276112\" target=\"_blank\" rel=\"noopener noreferrer\">Viscosity Solutions of Hamilton-Jacobi Equation in RCD[K, 8 ] and to Deviations<\/a> <span class=\"pub-details\">(Gigli, N; Tamanini, L; Trevisan, D - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1259547\" target=\"_blank\" rel=\"noopener noreferrer\">Integration of nonsmooth 2-forms: From Young to It\u00f4 and Stratonovich<\/a> <span class=\"pub-details\">(Alberti, G.; Stepanov, E.; Trevisan, D. - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1259507\" target=\"_blank\" rel=\"noopener noreferrer\">Quantum optimal transport: an invitation<\/a> <span class=\"pub-details\">(Trevisan, D. - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1259487\" target=\"_blank\" rel=\"noopener noreferrer\">The generalized strong subadditivity of the von Neumann entropy for bosonic quantum systems<\/a> <span class=\"pub-details\">(De Palma, Giacomo; Trevisan, Dario - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1215754\" target=\"_blank\" rel=\"noopener noreferrer\">Integration of nonsmooth 2-forms: From Young to It\u00f4 and Stratonovich<\/a> <span class=\"pub-details\">(Alberti, G; Stepanov, E; Trevisan, D - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1215753\" target=\"_blank\" rel=\"noopener noreferrer\">Optimal transport methods for combinatorial optimization over two random point sets<\/a> <span class=\"pub-details\">(Goldman, M.; Trevisan, D. - 2024 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1215751\" target=\"_blank\" rel=\"noopener noreferrer\">On minimum spanning trees for random Euclidean bipartite graphs<\/a> <span class=\"pub-details\">(Correddu, Mario; Trevisan, Dario - 2023 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1215749\" target=\"_blank\" rel=\"noopener noreferrer\">The Wasserstein Distance of Order 1 for Quantum Spin Systems on Infinite Lattices<\/a> <span class=\"pub-details\">(De Palma, G.; Trevisan, D. - 2023 - 1.1 Articolo in rivista)<\/span><\/li><li><a href=\"https:\/\/arpi.unipi.it\/handle\/11568\/1169550\" target=\"_blank\" rel=\"noopener noreferrer\">Wasserstein asymptotics for the empirical measure of fractional Brownian motion on a flat torus<\/a> <span class=\"pub-details\">(Huesmann, M.; Mattesini, F.; Trevisan, D. - 2023 - 1.1 Articolo in rivista)<\/span><\/li><\/ul>","unipi-persone-didattica":"<ul class=\"registri-list\"><li>Statistica ii (cod. 750AA) per Laurea Magistrale in Ingegneria gestionale<br\/><strong>Insegnamenti condivisi\/mutuati:<\/strong><ul class=\"registri-shared\"><li>Statistica (cod. 697AA) - Laurea Magistrale in Artificial intelligence and data engineering<\/li><\/ul><\/li><li>Probabilit\u00e0 e processi stocastici (cod. 455AA) per Laurea Magistrale in Ingegneria robotica e dell&#039;automazione<\/li><\/ul>","unipi-persone-codocenze":"<h4 class=\"mt-2\">Incarichi di co-docenza in moduli\/insegnamenti<\/h4><ul><li>Aspetti Matematici nella Computazione Quantistica (Cod. 796AA) per Laurea Magistrale in Matematica<\/li><\/ul>","unipi-persone-interessi-ricerca":"","_wpml_word_count":"14","_last_translation_edit_mode":"translation-editor","_elementor_page_assets":[]},"organizzazioni":[3710],"class_list":["post-157590","unipi_persone","type-unipi_persone","status-publish","hentry","organizzazioni-dipartimento-di-matematica-529999-en"],"email":"dario.trevisan@unipi.it","telefono":"050 2213304","content_plain":"Professore Ordinario &#8211; Dipartimento di Matematica | Tel.: 050 2213304 &#8211; Email: dario.trevisan@unipi.it","photo_url":null,"ruoli_tags":[{"id":748,"name":"PO","slug":"po"}],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Dario Trevisan ~ UNIPI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/dario-trevisan-109588-en\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Dario Trevisan ~ UNIPI\" \/>\n<meta property=\"og:description\" content=\"Professore Ordinario &#8211; Dipartimento di Matematica | Tel.: 050 2213304 &#8211; Email: dario.trevisan@unipi.it\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/dario-trevisan-109588-en\/\" \/>\n<meta property=\"og:site_name\" content=\"UNIPI\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/unipisaofficial\/\" \/>\n<meta property=\"article:modified_time\" content=\"2026-04-01T02:58:22+00:00\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/about-us\\\/organisation\\\/people\\\/dario-trevisan-109588-en\\\/\",\"url\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/about-us\\\/organisation\\\/people\\\/dario-trevisan-109588-en\\\/\",\"name\":\"Dario Trevisan ~ UNIPI\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#website\"},\"datePublished\":\"2025-05-12T14:41:59+00:00\",\"dateModified\":\"2026-04-01T02:58:22+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/about-us\\\/organisation\\\/people\\\/dario-trevisan-109588-en\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.unipi.it\\\/en\\\/about-us\\\/organisation\\\/people\\\/dario-trevisan-109588-en\\\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/about-us\\\/organisation\\\/people\\\/dario-trevisan-109588-en\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\",\"item\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/home\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Dario Trevisan\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#website\",\"url\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/\",\"name\":\"UNIPI\",\"description\":\"UNIPI\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#organization\",\"name\":\"UNIPI\",\"url\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.unipi.it\\\/wp-content\\\/uploads\\\/Raggruppa-3020.svg\",\"contentUrl\":\"https:\\\/\\\/www.unipi.it\\\/wp-content\\\/uploads\\\/Raggruppa-3020.svg\",\"width\":176,\"height\":64,\"caption\":\"UNIPI\"},\"image\":{\"@id\":\"https:\\\/\\\/www.unipi.it\\\/en\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/unipisaofficial\\\/\",\"https:\\\/\\\/www.instagram.com\\\/unipisa\\\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Dario Trevisan ~ UNIPI","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.unipi.it\/en\/about-us\/organisation\/people\/dario-trevisan-109588-en\/","og_locale":"en_US","og_type":"article","og_title":"Dario Trevisan ~ UNIPI","og_description":"Professore Ordinario &#8211; 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