Hard Skills courses 2024/2025

Aerospace Engineering

Code	Teaching	Hours
01SZVIW	3D Shell models for Composite Structures	15
01UIKIW	Advanced flight dynamics: modelling and simulation	20
01TRSIW	Advanced numerical modeling for systems engineering: theory and applications	20
01QCEIW	Advanced topics in the finite element method	20
02UMJIW	Aerospace manufacturing processes by advanced composite materials	15
01HVRIW	CONTAMINATION CONTROL ENGINEERING	20
01SNXIW	Control systems design for spacecraft attitude dynamics	12
01TKPIW	Digital Twins for Engineering Structures (insegnamento su invito)	12
01HWWIW	Introduction to data assimilation and dimensionality reduction	20
01HWXIW	Introduction to scientific machine learning	20
01HVYIW	Introduction to flight testing	15
01HVVIW	Lattice Structures via Additive Manufacturing for Multifunctional Aerospace Components	10
01GMQIW	Methods for space trajectory optimization	20
02SFSIW	Similarity models in aerospace design	20
01HVNIW	Operational challenges of commercial high-speed flight	20
01SNQIW	Technological challenges of commercial high-speed flight	20
02UMIIW	Telemetry in aerospace engineering: theory and practice	18
01HIZIW	Microwave remote sensing in Earth observation for spaceborne applications	25

Architectural Heritage

Code	Teaching	Hours
01SNVUO	Hystorical buildings and environmental control: challenges and opportunities for conservation, use and enhancement	25
01TJZUO	Heritage-driven community resilience: contributions for a multifaceted theoretical framework (insegnamento su invito)	25
01TIEUO	Nature in the city: the future of the past	25
01TIGUO	ARCHAEOLOGICAL HERITAGE AT RISK. METHODOLOGIES FOR CONSERVATION, RESTORATION AND REUSE	25
01GMEUO	Seismic risk of cultural heritage	25

Architecture. History and Project

Code	Teaching	Hours
02DMVRK	Critical theory and the architecture of livability. From refusal to abolition	20
01SOMRK	Design with/for non-humans: histories, narratives, challenges	20
01SNZRK	Designing Energy Landscapes	20
01GLNRK	Aesthetics and architecture. Reverse lexicon	20
01TKVRK	HiPotheses: Histories, Projects, and the State of Architectural Knowledge (insegnamento su invito)	18
01SNKRK	Housing Histories: Investigating 20th Century Residential Landscape	20
01SNHRK	MORPHOLOGIES. The Form of the Cities: from Nolli to AI	20
01SNFRK	Positioning AI. Challenges in architectural research and practice	20
01QSORK	Before the last things. some principles of scientific thinking and writing in architecture	20
01SOTRK	Research strategies in architectural and urban history	20
01HUORK	Research-by-design. Revisiting Architectural Design as Research and its Tools	20

Bioengineering and Medical-Surgical Sciences

Code	Teaching	Hours
01QZXRR	Biofluid mechanics & bioimage processing to support cardiovascular surgery strategies, diagnostics and decision making	20
01TRORR	Data mining for the analysis of clinical studies	20
01TGMRR	Design of medical devices for surgery and regenerative medicine applications: from material selection and processing to practical case studies in surgery	20
01SNRRR	Ex-vivo organ perfusion: techniques and devices	20
01HJARR	Extended reality in Medicine: technologies and applications	20
01TJDRR	Fundamental techniques and methods for real-time kinematics estimation based on wearable technologies in telemonitoring and telerehabilitation	20
01THSRR	Modeling human motor control: models and clinical applications	20
01GPKRR	PRINCIPLES, MATERIALS AND APPLICATIONS OF ROBOTICS IN BIOMEDICINE 2	20

Chemical Engineering

Code	Teaching	Hours
01HVPIY	Battery systems for automotive and stationary applications	40
01UILIY	Catalysis and biocatalysis: fundamentals and perspectives	20
01HVKIY	Practical Design of Experiments	20
02UIMIY	Principles of chemometrics: a multivariate approach for the analysis of experimental data	26
01ROFIY	Risk assessment as decision making tools	30
01MKXIY	Sustainable engineering	30

Civil and Environmental Engineering

Code	Teaching	Hours
01GPIRW	3D modelling of underground geological formations dedicated to energy storage and monitoring techniques for risk assessment	21
01THYRW	AI-backed literature systematic reviews and meta-analyses: methods and practice	15
01SFHRW	Seismic isolation through friction pendulum system (FPS)	25
01DNGRW	An Introduction to turbulent flows	15
01RTIRW	Analysis and modelling of corrosion damaged structures	20
02UITRW	Circular economy in the building and construction sector	25
01RTJRW	Computational Wind Engineering: fundamentals and applications to civil and environmental design	20
01GPARW	DESIGN OF EXPERIMENTS	20
01THVRW	Deep Learning applications in environmental engineering and geo-science	12
01TTZRW	Demolition Techniques	20
01QQXRW	Modelling of the 'environmental mechanisms' in the framework of lcia (life cycle impact assessment)	20
01HVJRW	Design of sustainable reinforced concrete and fiber-reinforced concrete structures	15
01DMGRW	Designing with geosynthetics	12
01SPRRW	Digital Twin, Virtual Reality and Metaverse: technologies to support the asset management workforce	20
01UIRRW	Random vibration	20
01SNSRW	FEM discretization of mechanical/thermomechanical contact problems	10
01SMTRW	Dynamic identification of structures	18
01TTKRW	Fundamental of numerical modelling for multiphase flow in underground porous media	30
01DMDRW	Energy geostructures	14
05BCPRW	Environmental geotechnics	20
01SNPRW	Failure analysis of brittle structures: finite fracture mechanics	12
01GVJRW	Fracture Mechanics and Discrete Element Methods Applications (insegnamento su invito)	15
01SQDRW	Generative Design and Optimisation Techniques	20
01SFFRW	Low environmental and energy impact wastewater treatment plants	25
01TIXRW	Snow Engineering	25
01TSXRW	Innovative geomatic techniques for structure, infrastructure and environmental monitoring	30
01TSQRW	Introduction to robustness and progressive collapse of structures	12
01LXBRW	Life Cycle Assessment (LCA)	25
01UIQRW	Hydraulic transients in pressure pipe systems - modelling and applications	12
01HVARW	Nanotechnologies for the remediation of contaminated sites	30
01RTMRW	Non-linear finite elements analysis for safety assessment of RC structures	25
01UIWRW	Nonlinear solid mechanics	27
01DMBRW	Numerical modeling of granular flows	10
01RTORW	OPTIMIZATION METHODS IN MATLAB	12
01TIMRW	Waves in open-channel flows	10
01GMYRW	REGRESSION ANALYSIS OF COUNT DATA	24
01GNLRW	RHEOLOGY: PRINCIPLES AND APPLICATIONS	30
01THURW	Radar meteorology	25
01TTYRW	Rock blasting and overbreak control	15
01REZRW	Rockfall protection techniques	15
01RTPRW	Safety and resilience of critical infrastructure	18
01DLYRW	Simulation tools for transport systems	20
01DMIRW	Social acceptance of industrial activities and infrastructure with relevant impact	25
01UIVRW	Some basics of the analysis and mitigation of landslides risk	16
01QKGRW	Structural monitoring by the acoustic emission technique	14
01SZZRW	Strengthening and seismic improvement techniques for historical architectural heritage	15
01LFWRW	Tunneling controls	10
01SNTRW	A simple introduction to the Finite Element Method	15
01TTERW	Underground energy storage	20
01HUQRW	Urban climates: basic concepts and strategies for climate change adaptation	10
01MPWRW	Energy recovery from waste and biomasses	25
01TIURW	Water desalination with innovative techniques: design and implementations.	25

Computer and Control Engineering

Code	Teaching	Hours
01HWMIU	Advanced data structures in Python	20
01HWFIU	Artificial Intelligence Safety	20
01TKMIU	Citizen Science: empower data crowdsourcing and pervasive technologies for social good (insegnamento su invito)	15
01TIHIU	Computational Systems Biology	20
01QTEIU	Data mining concepts and algorithms	20
01TICIU	Designing for Mindful Human-Computer Interaction	20
01TJFIU	Digital Twin Modeling and Integration for Multidisciplinary Research	20
01DMSIU	Empirical research methods	30
01HUTIU	Extended Reality	20
01QSBIU	Formal verification of concurrent and distributed software and systems	20
01TKLIU	Hardware/Software codesign of flexible computing systems for edge AI (insegnamento su invito)	15
01SQEIU	High Performance Computing (HPC) - From Space to Ground	15
01TCJIU	High-Level Synthesis	20
01SOUIU	Information and communication technologies for industry and automation	15
01HXDIU	Machine Learning in Healthcare: From Theory to Practice	20
01SCSIU	Machine learning for pattern recognition	20
03QTIIU	Mimetic learning	20
01GMMIU	Natural Language Processing based on Deep Learning	20
01GLKIU	Neuro-symbolic artificial intelligence	20
01TJGIU	Optimized Execution of Neural Networks at the Edge and Neuromorphic Computing Systems	30
01MNFIU	Parallel and distributed computing	20
01TAHIU	Quantum computing	20
01QSCIU	Reconfigurable computing	20
01TIBIU	Reinforcement learning methodologies and control system applications	20
01DNBIU	Security of next generation networks	20

Design and Technology. People, Systems, Environment

Code	Teaching	Hours
01HVLUP	Design for Sustainable and Circular Systems	15
01HUUUP	Design for accessibility and social inclusion	15
01HVDUP	Design for cultural heritage	15
01HVGUP	Human-centric methodologies for the environmental quality of living	15
01HVTUP	Methodologies for data-driven design	15
01SNNUP	The (future) material design cultures	15
01SNEUP	Whole Life Carbon: Vision, Methods, and Tools	15

Electrical, Electronics and Communications Engineering

Code	Teaching	Hours
01MMRRV	Advanced computational electromagnetics for antenna analysis and design	20
02UJGRV	Advanced devices for high frequency applications	21
01HMCRV	Advanced electric drives: modeling, design, and implementation	30
02SFURV	Advanced scientific programming in matlab	30
01QFFRV	Advanced techniques for optimization	20
01UJBRV	Adversarial training of neural networks	15
01TKQRV	Blockchain and applications in the energy sector (insegnamento su invito)	8
01LGSRV	Characterization and planning of small-scale multigeneration systems	25
01GPDRV	Computational Electromagnetics in natural and in spectral domain	30
01QEZRV	Development and management of data-acquisition systems	25
01THWRV	Electromagnetics in Magnetic Resonance Imaging	24
01DNZRV	Emerging Ultra-low Voltage, Ultra-Low Power Analog and Mixed-Signal Integrated Circuits for the IoT	20
02LCPRV	Experimental modelling: construction of models from experimental data	34
01SNGRV	Inductor and transformer design for power electronic converters	12
02HUVRV	Instrumental methods of electrified interfaces	30
01TIPRV	Introduction to model order reduction	25
01TIJRV	Magnetism and magnetic materials	20
01TJXRV	Mapping advanced algorithms to efficient hardware implementations (insegnamento su invito)	12
01TKSRV	Metasurfaces and gap waveguide technology (insegnamento su invito)	10
04QRHRV	Microelectronics for radiation detection II	24
01TCPRV	Nano and molecular electronics	40
01TRKRV	Nonequilibrium Green's functions modeling of optoelectronic devices	15
01SPYRV	Numerical Estimation Methods for Radionavigation and Geolocation: Theoretical Foundations and Algorithms	30
01TRLRV	Optical Transport Networks	30
01TKRRV	Optimal Inverse Design of Antennas and Scatterers (insegnamento su invito)	20
01SNDRV	PCB Design	30
01QFDRV	Photonics: a key enabling technology for engineering applications	25
02ITTRV	Photovoltaic generators and systems	25
01TJLRV	Power electronic devices in energy conversion applications	12
01DMQRV	Power electronics for grid applications	20
01LEVRV	Power system economics	16
01RRNRV	Principles of digital image processing and technologies (insegnamento su invito)	16
01DOIRV	Quantum modelling of nanodevices: the density gradient approach	15
01DNHRV	System level low power techniques for IoT	21

Energetics

Code	Teaching	Hours
01GOUIV	Advanced solar energy technologies	15
01QSLIV	Computational heat and mass transfer	20
01QTLIV	Computational models for thermo-fluid networks	20
01SMUIV	Enabling technologies and novel cycles for green aviation and power generation	12
01QSJIV	Energy for future factories	10
01QUGIV	Energy in smart buildings	10
01QSKIV	Experimental heat and mass transfer	20
01SMZIV	Fundamentals of data analysis for energy systems	10
01QSFIV	Global energy trends and outlook	10
03OYCIV	Hybrid propulsion systems	15
01TCRIV	Indoor Environmental Quality (IEQ) and energy efficiency in buildings	30
01HVEIV	Introduction to LabVIEW and data acquisition	25
01SMYIV	Introductory Nano- and Quantum Thermal Physics	10
01GLGIV	LCA-based tools and methodologies for the transport sector	10
01SMWIV	Modelling and testing of positive displacement hydraulic machines	20
01UHXIV	Modelling of Nanoscale heat and mass transfer phenomena	20
01TSJIV	Modelling techniques for advanced internal combustion engine technologies	10
01QTJIV	Numerical methods for neutron transport	30
01SMVIV	Process and technologies for sustainable biofuels and biorefining	12
01PLVIV	Safety of new energy carriers in confined spaces (insegnamento su invito)	12
02QUFIV	Sustainable transport systems: energy and environmental issues	15
01QUEIV	The future of nuclear energy	10
01DMRIV	Thermodynamics of irreversibility	10
01HUWIV	Ventilation and Tunnel Safety	20

Management and Production Engineering

Code	Teaching	Hours
01TJHUQ	AI, Law & Digital Societies	20
01TKYUQ	Advanced manufacturing technologies powered by machine learning and high-fidelity modelling (insegnamento su invito)	12
01TIYUQ	Advanced simulation approaches for organizations networks	20
01QCYUQ	Advanced techniques for quality measurement	25
01TQZUQ	Basic panel data econometrics	25
01HWTUQ	Data Engineering for Economics and Innovation Studies	20
01TIDUQ	Digital transformations and the nature of work	20
01DNEUQ	Direct and Indirect Metal Additive Manufacturing processes	15
01TITUQ	Economics and Management of Digital Platforms and Markets	20
01HIOUQ	Experimental methods in survey research	10
02UIDUQ	Industrial welding processes	20
01TISUQ	Introduction to human machine interaction in the industrial domain	20
01UIFUQ	Lean approach in manufacturing, management and innovation	20
01HXFUQ	Machine learning in manufacturing applications	16
01TJJUQ	Management and organization theories	20
02FCVUQ	Management of product design processes	24
01HWYUQ	Mechanical and topographical characterization of technological surfaces	30
02UIBUQ	Modeling complex systems in engineering and management	28
01TJKUQ	Input data modelling	20
01TKXUQ	Novel Approaches for Design and Optimization of Modern Supply Chain Systems - Theory and Applications (insegnamento su invito)	8
02TAFUQ	Design of industrial experiments	24
01HXHUQ	Additive manufacturing and reverse engineering: innovation, advances and sustainability	35
01SMSUQ	Research design and methodologies in management engineering	12
01TIWUQ	Statistical modeling in applied research	20
01HWOUQ	Survey research methodology	15
01SNWUQ	Technology Roadmaps to support the development of space exploration scenarios	25
01TJEUQ	Urban and regional economics and innovation dynamics	18

Materials Science and Technology

Code	Teaching	Hours
01UIEKI	Additive Manufacturing Processes for Polymeric Materials	20
01HVMKI	Additive Manufacturing: the Electron Beam Powder Bed Fusion for the production of metallic components	21
01HIWKI	Advanced glass and glass-ceramics: fundamentals and applications	15
02UKHKI	Applied spectroscopic methods	30
01TJCKI	Computer tomography and 3D scanning for inspection in industrial applications	15
02SNMKI	Data-driven approaches for material science	30
01UICKI	Directed energy deposition processes	16
01HWEKI	Functional Nanomaterials for advanced applications and sustainability	28
01SNCKI	Introduction to Materials Science and to the instrumentation for their advanced characterization	16
01TIZKI	Materials, technologies and challenges of ceramics 3D printing: from biomedical devices to buildings	30
01TIAKI	PHOTOPOLYMERS: FROM BASIC CHEMISTRY TO RECENT DEVELOPMENTS AND APPLICATIONS	24
01HVOKI	Porous materials for high-tech applications: from the macro-scale to the nano-world	22
01HWQKI	Smart materials for biomedical applications: scaffolds and sensors	20
01TKKKI	Sustainability-circularity in a polymer world (insegnamento su invito)	10
01TIOKI	Thermal Analyses of Materials	20

Mathematical Sciences

Code	Teaching	Hours
01TJAUR	SOME ADVANCED TOPICS IN NUMBER THEORY	25
01GOKUR	An introduction to Gamma-convergence: Theory and applications	20
01SNLUR	Global sensitivity analysis	10
01THTUR	Bounded and unbounded operators on Hilbert spaces	25
01HWPUR	High Performance Scientific Computing I	15
01TJIUR	Calculus of Variations	20
01TIFUR	Computational algebra: the algebra of applied mathematics	15
01SNIUR	Geometric and Topological Aspects of Machine Learning and Deep Learning	30
01HWVUR	High Performance Scientific Computing II	15
01TIKUR	Introduction to twistor geometry	20
01SNYUR	Variational Methods in the mechanics of growth and remodeling of biological media	20
01TINUR	Model order reduction for parametric nonlinear problems: overview and applications	15
03UJSUR	Modeling and problem solving with stochastic programming	18
01TKUUR	Modern singular integral theory: sparse domination (insegnamento su invito)	12
01SNJUR	NUMERICAL METHODS FOR NON LINEAR HYPERBOLIC EQUATIONS	16
01NUNUR	Nomequilibrium statistica mechanics: fundations and applications	30
01TKTUR	Nonlocal minimal surfaces and long-range phase transitions (insegnamento su invito)	16
01TIRUR	Numerical methods for uncertainty quantification	15
01SPTUR	PARTIAL DIFFERENTIAL EQUATIONS IN MATHEMATICAL BIOLOGY	25
01TIVUR	Sobolev inequalities and applications to a class of elliptic PDE's	24
01SPSUR	Solving PDEs on polygonal or polyhedral meshes	20
04REUUR	Statistical learning	20
01THZUR	DIFFERENTIABLE MANIFOLDS AND TENSORS	20

Mechanical Engineering

Code	Teaching	Hours
01TKORO	Advanced approaches to data elaboration in Ind 4. 0: Modern statistical and time series methods for signal analysis of industrial systems with impulsive behaviour (insegnamento su invito)	10
01HWRRO	Advanced methodologies for the assessment of the fatigue response	28
01TSPRO	Applications of Multibody System Dynamics	26
01UJMRO	Basic of experimental mechanics in statics	20
01UJHRO	Controll and characterization of the fretting damage	15
01THXRO	Design for Sustainability and Circularity of the Industrial Product	20
01GLPRO	Dynamics and Identification of Nonlinear Systems	20
01TKNRO	Facing the transition from conventional to decarbonized/electric powertrains focusing on NVH simulation (insegnamento su invito)	12
01TIQRO	Gearbox design, dynamics and NVH	12
02TAORO	Gearbox failure analysis and monitoring	20
01TIIRO	Innovative solutions for electric and hybrid vehicles	21
01TJBRO	Marine Renewable Energy	10
01SNBRO	Modeling and characterization methods for lattice structures and AM lightweight components	12
01GLWRO	Modelling of Lubricated Bearings	16
03RFERO	Models and methods for the dynamics of mechanical components with contact interfaces	16
01HWZRO	Numerical modelling and experimental validation of wave and offshore wind energy converters	30
01HWBRO	Numerical models for lubrication	15
01VRJRO	Basics and applications of the thermographic analysis	12
01UJLRO	Industrial welding processes	15
01SNURO	Substructuring and Model Order Reduction of Large Finite Element Models	12
01TAKRO	System health Management	20
01HVFRO	System identification and optimal control of wave energy conversion systems	25
02HIYRO	Techniques of structural simulation in dynamic and non-linear field	18

Metrology

Code	Teaching	Hours	Language
01TKWRU	Innovative technological applications in dental research and clinics (insegnamento su invito)	10

Physics

Code	Teaching	Hours
01UHYKG	Biological and vehicular traffic: stochastic models	15
01TRUKG	Coherent-state approach to quantum systems	20
01GNKKG	Computational methods in optics	20
01TSCKG	Elements of field theory	30
01SNOKG	Group theory and some of its applications	20
01ROOKG	Introduction to belief propagation	10
01SZPKG	Introduction to electron microscopy	15
01MLRKG	Nonextensive statistical mechanics	10
02MLUKG	Physics of superconductivity	20
01RPVKG	Plasma physics	30
01TSEKG	Quantum Physics at the mesoscale	21
01GLIKG	Quantum fluids	20
01MLHKG	Scanning probe microscopi for physics and engineering	30
03MLIKG	Seminarial course of the Ph. D. in physics	20
05AXEKG	Surface Physics	15
01TSGKG	The Monte Carlo method	30

Urban and Regional Development

Code	Teaching	Hours
02UMPRS	An Introduction to Climate Change	15
01HVIRS	Applied geology for urban planning	15
01QTVRS	Behavioural theories	15
01TTIRS	BiM and interoperability for SMART Cities processes and Tools	15
01TRERS	Dati geografici liberi	15
01TRIRS	Droni per la modellazione multiscala 3D del territorio e della città	15
01PLXRS	ESG trends: Shaping Sustainable Built Environment (insegnamento su invito)	15
01TRCRS	Gestione avanzata di dati geospaziali	20
01TRDRS	Il paradigma urbano del campo: voci e riflessioni su violenza, esclusione e temporaneità	15
02RGKRS	Multicriteria analysis and strategic assessment	15
01TRHRS	Problem Structuring Methods for facing urban uncertainty	15
02QUBRS	Statistical data processing	20
01GPHRS	Urban Studies: Introducing qualitative methods for critical urban research	20
01GOMRS	Urban Studies: key concepts, approaches and trajectories	20
01SDERS	Urban planning for climate change	15
01TRGRS	Urbanistica decoloniale. dalla critica eurocentrica alla decolonizzazione delle planning practices	15