Francesco Caredda

Ph.D. candidate in Fisica , 38th cycle (2022-2025)
Department of Applied Science and Technology (DISAT)

Docente esterno e/o collaboratore didattico
Ateneo (ATENEO)




Research interests

Attention mechanism
Machine learning
Physics of complex systems
Protein folding
Protein structure prediction
Statistical inference for stochastic process
Statistical physics
Transformer architecture


PhD student in the group of Physics of Complex Systems at DISAT. My main focus is on statistical physics and inference methods applied to computational biology proteomics problems.


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


Goal 3: Good health and well-being