Machine Learning 2025
Machine Learning Methods for Complex and Quantum Systems
Scientific_programML2025.pdf
book_of_abstract_ML2025.pdf
June 4-6, 2025
Camerino, Italy
Jointly organized by:
University of Camerino and "Sapienza" University of Rome - Italy
University of Barcelona - SpainIn collaboration with:
MUR PRIN PNRR 2022 "UEFA" - P2022NMBAJ - cofunding project
MUR PRIN 2022, “HYBRID ALGORITHMS FOR QUANTUM SIMULATORS” - 2022H77XB7 - cofunding project
School of Pharmacy, University of Camerino, Italy - partial financial support
Center for NeuroScience, University of Camerino, Italy
Siena Artificial Intelligence Lab (SAILab), Italy
Powerset - Physical health data integration
Under the patronage of the City of Camerino
MUR PRIN 2022, “HYBRID ALGORITHMS FOR QUANTUM SIMULATORS” - 2022H77XB7 - cofunding project
The boot edition of the international conference series Machine Learning Methods for Complex and Quantum Systems (ML2025) will be organized on-site in the historical town of Camerino, in the beautiful Marche region of Italy, where one of the oldest university in Europe was founded in 1336. We will share in a highly interactive manner our recent scientific achievements and future research perspectives. During the conference we will discuss opportunities to establish large collaboration efforts or empowering existing ones, as well as to plan joint participation to international projects. The participation of enterpreneurs and private companies to the ML 2025 conference is an event key feature. Young participants will look and discuss opportunities for doctoral or post doc positions. Interdisciplinary applications, cross-fertilization, merging of capacities and methods will be encouraged in a very interactive atmosphere.
Main Topics
Introductory perspectives: Machine Learning and the Scientific Method.
Innovative Machine Learning Methods
Machine Learning for Quantum Matter
Machine Learning and Quantum Computing; Quantum Machine Learning
Machine Learning for Complex Systems
Enterprise applications of Machine Learning for facing complexity
Artificial intelligence systems for learning and teaching: applications to university scientific studies
Scientific and Organizing Committee
Andrea Perali and Sebastiano Pilati, CQM group, and Andrea Polini, University of Camerino, Italy
Federico Ricci Tersenghi, "Sapienza" University of Rome, Italy
Bruno Juliá Diaz, ManboQu group, University of Barcelona, Spain
Conference steering Committee
Michele Loreti and Carlo Lucheroni, University of Camerino, Italy
Giulio Biroli, École Normale Supérieure - PSL, Paris, France
Morten Hjorth-Jensen, University of Oslo, Norway
Giovanni Volpe, Göteborg University, Sweden
Local Organizing Committee
Luca Brodoloni, Simone Cantori, and Andrea Della Valle, University of Camerino, Italy
Venue
Polo Informatico “Carla Lodovici” B, Via Madonna delle Carceri, 7, Science Campus, University of Camerino
Plenary speaker - opening session:
Alfio Quarteroni [web site]
Professor Emeritus – Politecnico di Milano, Italy and EPFL - École Polytechnique Fédérale de Lausanne , Switzerland.
Invited Speakers:
Adriano Barra, "Sapienza" University of Rome, Italy
Rita Bissoonauth, UNESCO Liaison Office of the African Union, Addis Ababa, Ethiopia
Emanuele Costa, University of Barcelona, Spain
Andrea Della Valle, University of Camerino, Italy
Giuseppe A. Falci, University of Catania and INFN - Catania section, Italy
Flavio Gerosa, University of Camerino, Italy
Christopher Gies, University of Oldenburg, Germany
Marco Gori, Siena Artificial Intelligence Lab, University of Siena, Italy
Jan A. Krzywda, Leiden University, the Netherlands
Alexander Kordyuk, Kyiv Academic University, Ukraine and IFW-Dresden, Germany
Gianluca Lagnese, Jožef Stefan Institute, Ljubljana, Slovenia
Estelle Maeva Inack, Perimeter Institute for Theoretical Physics, Waterloo, Canada
Nicola Lo Gullo, University of Calabria, Italy
Alessandro Lovato. Argonne National Laboratory, USA [awaiting final confirmation]
Marica Magagnini, University of Camerino, Italy
Stefano Melacci, Siena Artificial Intelligence Lab, University of Siena, Italy
Pere Mujal, ICFO - The Institute of Photonic Sciences, Spain
Samuel Partey, UNESCO Regional Bureau for Science and Culture in Europe, Venice, Italy
Marcin Płodzień, ICFO - The Institute of Photonic Sciences, Spain
Arnau Rios, University of Barcelona, Spain
Grant Rotskoff, Stanford University, USA
Haichen Wang, Ruhr University Bochum, Germany
Francesco Zamponi, "Sapienza" University of Rome, Italy
Zoltán Zimborás. Algorithmiq Ltd, Finland and HUN-REN Wigner Research Centre for Physics, Budapest, Hungary.
Poster session and poster presenters: see the Scientific Program and the Book of Abstracts.
Gabriele Belegni, University of Camerino, Italy
Leonardo Mogianesi, national doctorate LESDIT - Camerino node, will present the project: "Metahuman Tutor: An Inclusive and Customizable Virtual Assistant for University Education"
Alessio Mancini, University of Camerino, Italy
Mateusz Molenda, Institute of Physics, Polish Academy of Sciences, Warszawa, Poland
Rosanna Mosetti, "Sapienza" University of Rome, Italy
Luca Brodoloni, Simone Cantori, and Andrea Della Valle, Complex Quantum Matter group, University of Camerino, Italy
Federica Astolfi, Beatrice Fusini, Claudia Germoni, Rebecca Pettinari, University of Camerino, Italy
Registration: We have sent instructions by email to the invited participants.
To other interested participants: To register and receive instructions for payment, please write to Andrea Perali
Note that the organizers did not appoint any company or external entity for the hotel booking or for collecting registration fees.
Title and Abstract of the presentation: please send by email to Andrea Della Valle [email address sent by email to all participants] a doc file, max 2 pages, (Times New Roman, 12 pt) including bold face title, presenting author underlined and coauthors with all the affiliations, abstract body, references, figures if any, link to the group or individual web page.
A few references to review or pedagogical articles / books will be appreciated.
Deadline for submission of abstracts: May 8-th 2025.
Deadline for payment and conference fees:
Please note that the conference participation fee is:
- Early-bird fee (before April-30th): 280 euros
- Regular fee (after April 30-th and before May 31st): 350 euros.
The fee includes coffee breaks, welcome reception, two buffet lunches, conference dinner, and conference materials.
Registration covers one accepted abstract and presentation. Invited speakers will deliver an oral presentation, while
other participants can present a poster during the dedicated session on 5-th June
.
Please wait for the publication of the full programme schedule for definitive information.
Instructions for the online payment of the conference fee have been sent by email to the speakers, poster presenters and all other registered participants.
Time for the talks: Invited: 25 minutes talk + 5 for discussions.
Time line of the conference: see the scientific program which will appear mid May for final confirmation.
Wednesday 4-th June: 14:30 to 18:30 (Registration and welcome reception opens at 13:00)
Thursday 5-th June: 09:30 to 19:00 (Poster session 17:30-19:00) Social dinner at 20:00 (Villa Fornari in Camerino).
Friday 6-th June: 09:30 to 16:30 Closing: 16:00-16:30.
Italian time (Central European Time, GMT+2),
Suggested Hotels in Camerino: [booking will be done directly by the local organizers after participants' confirmation]
Villa Fornari
Le Calvie
poster_ML2025_superA3_32x45.pdf