Giovanni Battista Esposito

PhD Student

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: ING-INF/05 Information Processing Systems

Curriculum vitae

Education

Ph.D. in Data Science and Computation at University of Bologna, 2023-2027
M.Sc. in Statistical Sciences, Data Science track, at University of Bologna, 2021-2023, final grade 106/110
B.Sc. in Economics and Management, Management and Informatics track, at University of Salerno, final grade 106/110

Work Experience

Visiting Researcher at Åbo Akademi (Turku, FI), july-october 2027
Research Intern at RIKEN Center for Computational Science (Kobe, JP), april-july 2027
PhD Researcher at CINECA (Bologna, IT), october 2026-april 2027
Teaching Assistant at University of Bologna (Bologna, IT), february 2024-june 2025
Data Scientist at SI2001 (Ozzano dell'Emilia, IT), february-october 2023

Publications

Mengozzi, S., Esposito, G. B., Bin, M., Acquaviva, A., Bartolini, A., & Marconi, L. (2026, July). Physics-Informed Neural Networks for Nonlinear Output Regulation. In 2026 European Control Conference (ECC) (pp. 1891-1897). IEEE.
Esposito, G. B., Antici, F., Cesarini, D., & Bartolini, A. (2026, May). SeT-Diff: Towards Semantic Foundation Models for HPC Telemetry and Time-Series. In Proceedings of the 23rd ACM International Conference on Computing Frontiers (pp. 109-112).
Pizzini Cavagna, H., Proia, A., Madella, G., Esposito, G. B., Antici, F., Cesarini, D., Kiziltan, Z. & Bartolini, A. (2026, May). SweetSpot: An analytical model for predicting energy efficiency of LLM inference. In Proceedings of the 17th ACM/SPEC International Conference on Performance Engineering (pp. 83-95).
Esposito, G. B., Cesarini, D., & Bartolini, A. (2026, March). Context-aware diffusion for telemetry time series with permutation-stable feature modeling (student abstract). In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 40, No. 48, pp. 41206-41208).