Mathematical Engineering — Politecnico di Milano, Milano

Il piano degli esami

Curricula: MCS - Computational Science and Computational Learning, MMF - Quantitative Finance, MQE - Quantum Engineering, MST - Statistical Learning. Qui sotto: MCS - Computational Science and Computational Learning.

1° anno

• Real and functional analysis — 8 CFU
• Algorithms and parallel computing — 10 CFU
• Advanced partial differential equations — 8 CFU
• Numerical analysis for partial differential equations — 10 CFU
• Gruppo ING (scegli 10 CFU): Artificial neural networks and deep learning 5 CFU; Automation and control in autonomous vehicles 5 CFU; Data driven control system design 5 CFU; Data mining 5 CFU; Electron devices 10 CFU; Elettronica 10 CFU; Fluids labs 10 CFU; Image analysis and computer vision 5 CFU; Networked software for distributed systems 5 CFU; Nonlinear control 5 CFU; Quantum circuits and devices 5 CFU; Robust control 5 CFU; Streaming data analytics 5 CFU; Termodinamica e processi energetici 10 CFU; Dinamica dei sistemi complessi 10 CFU; Biochip 5 CFU; Computational electromagnetics 5 CFU; Machine learning 5 CFU; Mathematical models and methods for image processing 5 CFU; Multimodal interactive technologies and applications 5 CFU; Natural language processing 5 CFU; Nuclear techniques for the analysis of materials 5 CFU; Online learning applications 5 CFU; Quantum computing 5 CFU; Model identification and data analysis 10 CFU; Deep learning and mathematical models for image processing 8 CFU
• Gruppo CSCL (scegli 10 CFU): Advanced programming for scientific computing 10 CFU; Mathematical and physical modeling in engineering [c.i.] 10 CFU
• Gruppo MTM (scegli 8 CFU): Bayesian statistics 8 CFU; Computational finance 10 CFU; Computational finance 8 CFU; Computational statistics 8 CFU; Discrete mathematics 5 CFU; Dynamical systems and mathematical control theory 8 CFU; Game theory 8 CFU; Mathematical finance ii 10 CFU; Mathematical finance ii 8 CFU; Mathematics of quantum mechanics 5 CFU; Nonparametric statistics 8 CFU; Numerical analysis for machine learning 8 CFU; Numerical analysis for machine learning 10 CFU; Numerical linear algebra 5 CFU; Numerical methods for the geosciences 8 CFU; Stochastic differential equations 8 CFU; Stochastic dynamical models 8 CFU; Computational fluid dynamics [c.i.] 8 CFU; Advanced numerical methods for coupled problems with application to living systems 8 CFU; Advanced partial differential equations 8 CFU; Advanced programming for scientific computing 10 CFU; Advanced programming for scientific computing 8 CFU; Applied statistics 8 CFU; Applied statistics 10 CFU; Biomathematical modeling 8 CFU; Computational modeling in electronics and biomathematics 8 CFU; Financial engineering 8 CFU; Fintech 8 CFU; Group theory 5 CFU; Insurance & econometrics 10 CFU

2° anno

• Computational fluid dynamics [c.i.] — 10 CFU
• Fluids labs — 10 CFU
• Final work — 12 CFU
• Gruppo MTM (scegli 8 CFU): Bayesian statistics 8 CFU; Computational finance 10 CFU; Computational finance 8 CFU; Computational statistics 8 CFU; Discrete mathematics 5 CFU; Dynamical systems and mathematical control theory 8 CFU; Game theory 8 CFU; Mathematical finance ii 10 CFU; Mathematical finance ii 8 CFU; Mathematics of quantum mechanics 5 CFU; Nonparametric statistics 8 CFU; Numerical analysis for machine learning 8 CFU; Numerical analysis for machine learning 10 CFU; Numerical linear algebra 5 CFU; Numerical methods for the geosciences 8 CFU; Stochastic differential equations 8 CFU; Stochastic dynamical models 8 CFU; Computational fluid dynamics [c.i.] 8 CFU; Advanced numerical methods for coupled problems with application to living systems 8 CFU; Advanced partial differential equations 8 CFU; Advanced programming for scientific computing 10 CFU; Advanced programming for scientific computing 8 CFU; Applied statistics 8 CFU; Applied statistics 10 CFU; Biomathematical modeling 8 CFU; Computational modeling in electronics and biomathematics 8 CFU; Financial engineering 8 CFU; Fintech 8 CFU; Group theory 5 CFU; Insurance & econometrics 10 CFU
• Gruppi POLI, ING, MTM (scegli 8 CFU): Advanced computational mechanics 6 CFU; Archeoastronomia 4 CFU; Engineering seismology 10 CFU; Financial markets and institutions 5 CFU; Geophysical data processing 8 CFU; Philosophy of science and technology 5 CFU; Plasma physics 8 CFU; Signal processing and learning 10 CFU; Computational mechanics for geomaterials 8 CFU; Creativity, science and innovation 5 CFU; Ai and society 5 CFU; Algorithmic game theory 6 CFU; Biomedical technologies: philosophical and ethical issues 3 CFU; Biomedical technologies: philosophical and ethical issues 5 CFU; Communication and argumentation 3 CFU; Communication and argumentation 5 CFU; Computational biology of the heart 5 CFU; Computational electromagnetics 5 CFU; Computational modeling in electronics and biomathematics 8 CFU; Computer vision and reverse engineering 6 CFU; Critical thinking 3 CFU; Critical thinking 5 CFU; Data governance and ethics 5 CFU; Design and analysis of experiments a 8 CFU; Design and analysis of experiments b 10 CFU; Emerging technologies and societal challenges 5 CFU; Emerging technologies and societal challenges 3 CFU; Energy and climate change modeling and scenarios 8 CFU; Ethics of climate change 5 CFU; Fisica quantistica 8 CFU
• Gruppi POLI, ING, MTM (scegli 8 CFU): Advanced computational mechanics 6 CFU; Archeoastronomia 4 CFU; Engineering seismology 10 CFU; Financial markets and institutions 5 CFU; Geophysical data processing 8 CFU; Philosophy of science and technology 5 CFU; Plasma physics 8 CFU; Signal processing and learning 10 CFU; Computational mechanics for geomaterials 8 CFU; Creativity, science and innovation 5 CFU; Ai and society 5 CFU; Algorithmic game theory 6 CFU; Biomedical technologies: philosophical and ethical issues 3 CFU; Biomedical technologies: philosophical and ethical issues 5 CFU; Communication and argumentation 3 CFU; Communication and argumentation 5 CFU; Computational biology of the heart 5 CFU; Computational electromagnetics 5 CFU; Computational modeling in electronics and biomathematics 8 CFU; Computer vision and reverse engineering 6 CFU; Critical thinking 3 CFU; Critical thinking 5 CFU; Data governance and ethics 5 CFU; Design and analysis of experiments a 8 CFU; Design and analysis of experiments b 10 CFU; Emerging technologies and societal challenges 5 CFU; Emerging technologies and societal challenges 3 CFU; Energy and climate change modeling and scenarios 8 CFU; Ethics of climate change 5 CFU; Fisica quantistica 8 CFU