Francesco Caredda

Dottorando in Fisica , 38o ciclo (2022-2025)
Dipartimento Scienza Applicata e Tecnologia (DISAT)

Docente esterno e/o collaboratore didattico

Profilo

Dottorato di ricerca

Tutori

Interessi di ricerca

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

Biografia

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.

Competenze

Settori ERC

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