Giulia Sebastiani
About me
I am a postdoc in the Probability Theory group at IAM, under the mentorship of Prof. Dr. Anton Bovier. I hold a PhD in Stochastics from Goethe University Frankfurt and a Master’s degree in Mathematical Physics and Probability from Sapienza University of Rome.
Contact
Institut für Angewandte Mathematik
Abteilung Wahrscheinlichkeitstheorie
Endenicher Allee 60
53115 Bonn
Email: sebastiani@iam.uni-bonn.de
Room: 3.041
Publications
- with M.A. Schmidt, “On the GREM approximation of TAP free energies” - Journal of Phys. A: Mathematical and Theoretical, Volume 57, Number 33 (2024)
- with N. Kistler and M.A. Schmidt, “On the REM approximation of TAP free energies” - Journal of Phys. A: Mathematical and Theoretical, Volume 56, Number 29 (2023)
- with N. Kistler, “On a nonhierarchical generalization of the Perceptron GREM” - Stochastic Processes and their application, Volume 163, Pages 1-24 (2023)
- with E. Agliari, “Learning and Retrieval Operational Modes for Three-Layer Restricted Boltzmann Machines” - Journal of Stat. Phys. 185(2) (2021)