Ph.D. candidate in Fisica , 38th cycle (2022-2025) Department of Applied Science and Technology (DISAT) Docente esterno e/o collaboratore didattico francesco.caredda@polito.it Profile PhD Tutors Andrea Pagnani Andrea Antonio Gamba Research interests Attention mechanism Machine learning Physics of complex systems Protein folding Protein structure prediction Statistical inference for stochastic process Statistical physics Transformer architecture Skills ERC sectors PE6_13 - Bioinformatics, bio-inspired computing, and natural computing PE2_18 - Equilibrium and non-equilibrium statistical mechanics: steady states and dynamics PE1_15 - Generic statistical methodology and modelling PE6_11 - Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video) PE1_12 - Mathematical physics PE1_14 - Mathematical statistics PE2_16 - Non-linear physics PE4_11 - Physical chemistry of biological systems PE1_13 - Probability PE1_19 - Scientific computing and data processing SDG Goal 3: Good health and well-being Publications Latest publications View all publications in Porto@Iris Caredda, F.; Pagnani, A. (2025)Direct coupling analysis and the attention mechanism. In: BMC BIOINFORMATICS, vol. 26. ISSN 1471-2105 Contributo su Rivista
PE6_11 - Machine learning, statistical data processing and applications using signal processing (e.g. speech, image, video)
