Dear colleagues, This is a reminder that on Friday, *April 11th*, the fifteenth seminar day in the “Days in Probability and Statistical Physics” will take place.in at the Department of Mathematics and Computer Science "Ulisse Dini", Viale Morgagni 67/a, Florence. Lecturers: Prof. *Clara Stegehuis* (Twente University) Title: Detecting geometry in scale free networks Prof.* David Belius* (UniDistance Suisse) Title (Introductory lecture): The story of mean-field spin glasses Title (Seminar): The Thouless-Andersson-Palmer (TAP) approach to mean-field spin glasses Each speaker will give a 45 minutes introductory lecture tailored for non-experts, followed by another 45 minutes of seminar-style presentation (see program). More information, including the abstracts, can be found on the event’s webpage <https://sites.google.com/unifi.it/florence-probability-group/probability-days?authuser=1> . *Practical notes*: for organization purposes, we kindly ask those who plan to attend to fill out the following Google Form *by* *April 6*: https://forms.gle/zYv2BFAmMy42cf8y8 We look forward to seeing many of you and please feel free to share the announcement with those you think may be interested, particularly to young researchers! Luca Avena, Luisa Andreis, Gianmarco Bet and Elia Bisi Scientific advisory committee: F. Caravenna, E.N.M. Cirillo, F. Colomo, P. Dai Pra, A. De Masi, C. Giardina`, R. Livi, F. Martinelli, I.G. Minelli, B. Scoppola, E. Scoppola. *PROGRAM* 10:30-11:00 Welcome coffee 11:00-11:45 Introductory lecture: Stegehuis 11:45-12:15 Break 12:15-13:00 Seminar: Stegehuis 13:00-14:30 Lunch 14:30-15:15 Introductory lecture: Belius 15:15-15:45 Break 15:45-16:30 Seminar: Belius You can find here <https://mail.google.com/mail/u/1/#search/probability+day+11+aprile/FMfcgzQZTgRMrsgSpjHSXcGDNXztQrQW?compose=GTvVlcSHxTgFHsXzkSTmbmzQCRdmJqlWGQVwKvKNGWFWfKsfHlPfHVNrscXqdztMbssFDdHZgksfh> the poster of the event.