Libri UniversitariPhysics of Complex Systems (Fisica dei Sistemi Complessi) (LM-44)
Politecnico di Torino · Dipartimento Scienza Applicata e Tecnologia · Laurea magistrale · libri e programmi degli esami, a.a. 2026/2027
1º anno
Curriculum: Percorso internazionale
- Advanced Quantum Mechanics · 6 CFU · 2 libri: Dirac – The Principles of Quantum Mechanics; Picasso – Problems in Quantum Mechanics
- Introduction To Data Science And Advanced Numerical Methods · 8 CFU · testi non ancora pubblicati
- Probability And Information Theory · 8 CFU · 5 libri: Feller – An Introduction to Probability Theory and its…; Cover and Thomas; Jaynes – The logic of science…
- Algorithms For Optimization, Inference And Learning · 8 CFU · Prof. Alfredo Braunstein · 6 libri: Introduction to Algorithms, T.H. Cormen, C.E. Leiserson, R.L.; Computer and Intractability. A Guide to NP-Completeness. M.; Information Theory – Information Theory, Inference, and Learning Algorithms…
- Biophysics · 6 CFU · Prof. Alessandro Pelizzola · 1 libro: Zocchi – Physics in molecular biology
- Quantum Theory Of Condensed Matter · 10 CFU · Prof. Arianna Montorsi · 9 libri: Bruus – Introduction to many body quantum theory in…; Di Castro – Statistical mechanics and applications in condensed matter; Feynman – Statistical mechanics…
- Statistical Physics · 6 CFU · Prof. Alessandro Pelizzola · 1 libro: Beale – Statistical mechanics
- Introduction To Quantum Mechanics And Computational Neuroscience · 8 CFU · 6 libri: Picasso – Problems in Quantum Mechanics; Dayan – Abbott; Martin – Sixth Edition…
Curriculum: Percorso nazionale
- Advanced Quantum Mechanics And Quantum Statistics · 10 CFU · Prof. Vittorio Penna · 5 libri: Greiner – Field Quantization; Greiner – Quantum Mechanics; Kerson Huang – Statistical Mechanics…
- Physics Of Interacting Agents · 6 CFU · Prof. Luca Dall'Asta · 13 libri: Bertsekas – Dynamic Programming and Optimal Control, Vol; Shoham – Essentials of Game Theory; Mas-Colell – Microeconomic theory, volume 1…
- Stochastic Simulation Methods in Physics · 8 CFU · Prof. Andrea Antonio Gamba · 7 libri: Frederick Reif – Fundamentals of Statistical and Thermal Physics; Crispin – Handbook of Stochastic Methods for Physics; Kittel – Elementary statistical physics…
- Algorithms For Optimization, Inference And Learning · 8 CFU · Prof. Alfredo Braunstein · 6 libri: Introduction to Algorithms, T.H. Cormen, C.E. Leiserson, R.L.; Computer and Intractability. A Guide to NP-Completeness. M.; Information Theory – Information Theory, Inference, and Learning Algorithms…
- Biophysics · 6 CFU · Prof. Alessandro Pelizzola · 1 libro: Zocchi – Physics in molecular biology
- Quantum Theory Of Condensed Matter · 10 CFU · Prof. Arianna Montorsi · 9 libri: Bruus – Introduction to many body quantum theory in…; Di Castro – Statistical mechanics and applications in condensed matter; Feynman – Statistical mechanics…
- Statistical Physics · 6 CFU · Prof. Alessandro Pelizzola · 1 libro: Beale – Statistical mechanics
- Finite Element Modelling · 6 CFU · Prof. Silvia Falletta · 1 libro: Quarteroni – Numerical Models for Differential Problems
2º anno
Curriculum: Percorso internazionale
- Complex Systems: Computational Aspects And Interdisciplinary Applications · 12 CFU · testi non ancora pubblicati
- Computational Science · 6 CFU · 1 libro: Reading Materials – A high-bias, low-variance introduction to Machine Learning…
- Statistical Field Theory · 6 CFU · 2 libri: Statistical Physics of Fields, M. Kardar, Cambridge University; Principles of Condensed Matter Physics, P. Chaikin and
- Stochastic Processes · 6 CFU · 2 libri: Equation – Methods of Solutions and Applications; Handbook of stochastic methods, C. W. Gardiner, Springer
Curriculum: Percorso nazionale
- Disordered Systems · 6 CFU · Prof. Andrea Pagnani · 7 libri: Mehran Kardar – Statistical Physics of Particles and Statistical Physics…; Fischer – And A; Kinetic Roughening Phenomena, Stochastic Growth, Directed Polymers……
- Field Theory And Critical Phenomena · 6 CFU · Prof. Luca Dall'Asta · 4 libri: Mehran Kardar – Statistical Physics of Fields; John Cardy – Scaling and Renormalisation in Statistical Physics; Nigel Goldenfeld – Lectures on Phase Transitions and the Renormalization……
- Inference in Biological Systems · 6 CFU · Prof. Carla Bosia · 6 libri: Alberts – Molecular Biology of the Cell; Durbin – Biological Sequence Analysis; Nguyen – Inverse statistical problems…
- Out Of Equilibrium Physics · 6 CFU · Prof. Fabrizio Dolcini · 4 libri: Zwanzig – Nonequilibrium Statistical Mechanics; Rammer – Quantum Field Theory of nonequilibrium states; Kamenev – Field Theory of Nonequilibrium systems…
- Dinamiche Su Network · 6 CFU · 4 libri: Durrett – Essentials of Stochastic Processes; Levin – Markov chains and mixing times; Ross – Introduction to Probability Models…
Note sul piano di studi
- Nel piano 2026/2027 pubblicato dall'ateneo, gli insegnamenti obbligatori del curriculum Percorso internazionale del 2º anno sono tutti nel 1º semestre.
- Nel piano 2026/2027 pubblicato dall'ateneo, gli insegnamenti obbligatori del curriculum Percorso nazionale del 2º anno sono tutti nel 1º semestre.