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Glossary

Course type (Type)
I	Integrated Course
M	Mono-Disciplinary Course
V	Final Examination
Language
	Course completely offered in italian
	Course completely offered in english
/	Course offered in italian and english
--	Not available
Innovative teaching
	The credits shown next to this symbol indicate the part of the course CFUs provided with Innovative teaching. These CFUs include: Subject taught jointly with companies or organizations Blended Learning & Flipped Classroom Massive Open Online Courses (MOOC) Soft Skills

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Academic Year	Sede
School
Programme
Programme Year	Track	Campus: Milano Leonardo Language: English

General informations

School	Ingegneria Industriale e dell'Informazione http://www.ingindinf.polimi.it
Dean of the School	Antonio Capone
Degree level	Laurea Magistrale (Equivalent To Master Of Science) - Ordinamento 270/04
Name	Mathematical Engineering (487)	Campus	Milano Leonardo
Years of the programme already activated	1,2	Official length of the programme	2
Class of degree	LM-44 - Mathematical modelling for engineering
Coordinator of the Study programme	Anna Maria Paganoni
Official language(s)	The Laurea Magistrale (equivalent to Master of Science) programme is offered in English but the degree programme meets the requirements of MIUR (Ministry of Education, Universities and Research) note of 11.07.2018 and the CUN opinion of 10.23.2018.

1st Year

Code	SSD	Timetable: add and remove	Course Title	Language	Course location	Type	Period	CFU	CFU Group
095958	MAT/05		REAL AND FUNCTIONAL ANALYSIS		MI	M	1st sem	8.0	8.0

052496	ING-INF/05		ALGORITHMS AND PARALLEL COMPUTING		MI	M	1st sem	10.0 [1.0]	10.0

054074	MAT/06		STOCHASTIC DYNAMICAL MODELS		MI	M	1st sem	8.0 [1.0]	8.0

096297	ING-INF/04		MODEL IDENTIFICATION AND DATA ANALYSIS		MI	M	2nd sem	10.0	10.0

052498	SECS-S/01		APPLIED STATISTICS		MI	M	2nd sem	10.0 [3.0]	10.0

--	--	---	Courses to be chosen from Group MTM	--	--	--	--	---	8.0

--	--	---	Courses to be chosen from Group FREE	--	--	--	--	---	8.0

2nd Year

Code	SSD	Timetable: add and remove	Course Title	Language	Course location	Type	Period	CFU	CFU Group
052499	MAT/06 SECS-S/01		BAYESIAN STATISTICS		MI	M	1st sem	10.0 [2.0]	10.0

--	--	---	Courses to be chosen from Group STAT	--	--	--	--	---	10.0

--	--	---	Courses to be chosen from Group ING	--	--	--	--	---	10.0

--	--	---	Courses to be chosen from Group MTM	--	--	--	--	---	8.0

--	--	---	Courses to be chosen from Group FREE	--	--	--	--	---	8.0

097690	--		FINAL WORK	--	--	V	1st sem	12.0	12.0
097690	--		FINAL WORK	--	--	V	2nd sem	12.0	12.0

Courses of the Group FREE

Code	SSD	Course Title	Course location	Type	Period	CFU
092848	ICAR/08	ADVANCED COMPUTATIONAL MECHANICS	MI	M	1st sem	6.0
056623	MAT/07	ARCHEO ASTRONOMY	MI	M	1st sem	4.0
054307	ING-INF/05	ARTIFICIAL NEURAL NETWORKS AND DEEP LEARNING	MI	M	1st sem	5.0
095978	ING-INF/03	AUDIO AND VIDEO SIGNALS	MI	M	1st sem	8.0
052502	MAT/06 SECS-S/01	BAYESIAN STATISTICS	MI	M	1st sem	8.0 [2.0]
096053	ING-INF/06	BIOENGINEERING OF NEUROSENSORY SYSTEMS	MI	M	1st sem	5.0
096055	ING-INF/06	BIOENGINEERING OF PHYSIOLOGICAL CONTROL SYSTEMS	MI	M	1st sem	5.0
097667	MAT/08 SECS-S/06	COMPUTATIONAL FINANCE	MI	M	1st sem	8.0
055700	MAT/08 SECS-S/01	COMPUTATIONAL STATISTICS	MI	M	1st sem	8.0 [3.0]
056329	ICAR/13	CREATIVE CODING Closed number subject	BV	M	1st sem	6.0
052354	ING-INF/04	DATA DRIVEN CONTROL SYSTEM DESIGN	MI	M	1st sem	5.0
055632	ING-INF/05	DATA MINING AND TEXT MINING	MI	M	1st sem	5.0
097482	ING-IND/16	DESIGN AND ANALYSIS OF EXPERIMENTS A	BV	M	1st sem	8.0
051132	ING-IND/16	DESIGN AND ANALYSIS OF EXPERIMENTS B	BV	M	1st sem	10.0
093267	ING-INF/03	DIGITAL SIGNAL PROCESSING	MI	M	1st sem	10.0
095973	MAT/05	DISCRETE DYNAMICAL MODELS	MI	M	1st sem	8.0
093269	MAT/03	DISCRETE MATHEMATICS	MI	M	1st sem	5.0
085930	ING-INF/01	ELECTRONICS	MI	M	1st sem	10.0
098512	ICAR/09	ENGINEERING SEISMOLOGY	MI	M	1st sem	8.0
099244	ING-IND/06	COMPUTATIONAL FLUID DYNAMICS	--	M	1st sem	8.0
093283	ING-INF/03	FOUNDATIONS OF DIGITAL SIGNAL PROCESSING	MI	M	1st sem	10.0
052503	MAT/05	GAME THEORY	MI	M	1st sem	8.0 [1.0]
098637	GEO/11	GEOPHYSICAL DATA PROCESSING	MI	M	1st sem	8.0
053558	--	LEARNING SPARSE REPRESENTATIONS FOR IMAGE AND SIGNAL MODELING	--	M	1st sem	5.0
055692	ING-IND/31	LOW FREQUENCY COMPUTATIONAL ELECTROMAGNETICS	MI	M	1st sem	5.0
095980	SECS-S/06	MATHEMATICAL FINANCE II	MI	M	1st sem	8.0
097502	ING-IND/14	MECHANICAL SYSTEMS RELIABILITY	BV	M	1st sem	6.0
097660	MAT/07	METHODS AND MODELS FOR STATISTICAL MECHANICS	MI	M	1st sem	8.0
052533	ING-INF/05	MIDDLEWARE TECHNOLOGIES FOR DISTRIBUTED SYSTEMS	MI	M	1st sem	5.0 [1.0]
097469	ING-INF/04	NONLINEAR CONTROL	MI	M	1st sem	5.0
055702	SECS-S/01	NONPARAMETRIC STATISTICS	MI	M	1st sem	8.0 [3.0]
055694	MAT/08	NUMERICAL ANALYSIS FOR MACHINE LEARNING	MI	M	1st sem	8.0
055697	MAT/08	NUMERICAL ANALYSIS FOR MACHINE LEARNING	MI	M	1st sem	10.0 [2.0]
056048	M-FIL/02	PHILOSOPHY OF SCIENCE AND TECHNOLOGY	MI	M	1st sem	5.0 [5.0]
053312	M-FIL/02	PHILOSOPHY OF SCIENCE AND TECHNOLOGY	MI	M	1st sem	4.0
097670	FIS/03	PLASMA PHYSICS	MI	M	1st sem	8.0
051197	ING-INF/04	ROBUST CONTROL	MI	M	1st sem	5.0
095975	MAT/06	STOCHASTIC DIFFERENTIAL EQUATIONS	MI	M	1st sem	8.0
054074	MAT/06	STOCHASTIC DYNAMICAL MODELS	MI	M	1st sem	8.0 [1.0]
097575	ING-IND/10	THERMODYNAMICS AND ENERGETIC PROCESSES	MI	M	1st sem	10.0
055693	MAT/03	COMPUTATIONAL ALGEBRAIC TOPOLOGY	MI	M	1st sem	8.0
054306	ING-INF/05	UNSTRUCTURED AND STREAMING DATA ENGINEERING	MI	M	1st sem	5.0
052030	MAT/07 MAT/08	COMPUTATIONAL FLUID DYNAMICS [C.I.]	MI	I	1st sem	8.0
089195	ING-INF/04	COMPLEX SYSTEMS DYNAMICS	MI	I	1st sem	10.0
054072	ICAR/01	FLUIDS LABS	MI	I	1st sem	10.0 [7.0]
051676	ICAR/07 ICAR/08	COMPUTATIONAL MECHANICS FOR GEOMATERIALS	MI	I	1st sem	8.0
052504	MAT/08	ADVANCED NUMERICAL METHODS FOR COUPLED PROBLEMS WITH APPLICATION TO LIVING SYSTEMS	MI	M	2nd sem	8.0
095963	MAT/05	ADVANCED PARTIAL DIFFERENTIAL EQUATIONS	MI	M	2nd sem	8.0
054383	MAT/08	ADVANCED PROGRAMMING FOR SCIENTIFIC COMPUTING	MI	M	2nd sem	8.0 [1.0]
052742	SECS-S/01	APPLIED STATISTICS	MI	M	2nd sem	8.0 [3.0]
093062	ING-INF/04	AUTOMATION AND CONTROL IN VEHICLES	MI	M	2nd sem	5.0
054085	ING-INF/01	BIOCHIP	MI	M	2nd sem	5.0 [2.0]
097661	MAT/07	BIOMATHEMATICAL MODELING	MI	M	2nd sem	8.0
052582	M-PED/03	COMMUNICATION AND ARGUMENTATION Closed number subject	MI	M	2nd sem	5.0 [5.0]
052770	M-PED/03	COMMUNICATION AND ARGUMENTATION Closed number subject	MI	M	2nd sem	3.0 [3.0]
099277	ING-IND/34	COMPUTATIONAL BIOLOGY OF THE HEART	MI	M	2nd sem	5.0
096659	MAT/08	COMPUTATIONAL MODELING IN ELECTRONICS AND BIOMATHEMATICS	MI	M	2nd sem	8.0
097454	ING-IND/15	COMPUTER VISION AND REVERSE ENGINEERING	BV	M	2nd sem	6.0
055809	M-FIL/02	CRITICAL THINKING Closed number subject	MI	M	2nd sem	3.0 [3.0]
055806	M-FIL/02	CRITICAL THINKING Closed number subject	MI	M	2nd sem	5.0 [5.0]
054444	ING-INF/05	DATA INTELLIGENCE APPLICATIONS	MI	M	2nd sem	5.0 [5.0]
054756	ING-INF/05	ECONOMICS AND COMPUTATION	MI	M	2nd sem	6.0 [6.0]
055807	SPS/07	EMERGING TECHNOLOGIES AND SOCIETAL CHALLENGES Closed number subject	BV	M	2nd sem	5.0 [5.0]
055808	SPS/07	EMERGING TECHNOLOGIES AND SOCIETAL CHALLENGES Closed number subject	BV	M	2nd sem	3.0 [3.0]
052397	ING-IND/35	ENERGY AND CLIMATE CHANGE MODELING AND SCENARIOS	BV	M	2nd sem	8.0
052505	SECS-S/06	FINANCIAL ENGINEERING	MI	M	2nd sem	8.0
055643	SECS-S/06	FINTECH	MI	M	2nd sem	8.0
088933	FIS/01	QUANTUM PHYSICS	MI	M	2nd sem	8.0
092847	ICAR/08	FRACTURE MECHANICS	MI	M	2nd sem	6.0
098513	ICAR/01	GROUNDWATER HYDRAULICS	MI	M	2nd sem	8.0
055514	ING-IND/35	HIGH-TECH ENTREPRENEURSHIP	MI	M	2nd sem	5.0 [3.0]
089318	ING-INF/05	HYPERMEDIA APPLICATIONS (WEB AND MULTIMEDIA)	MI	M	2nd sem	5.0
055757	SECS-S/06	INSURANCE & ECONOMETRICS	MI	M	2nd sem	8.0
052506	SECS-S/06	INSURANCE & ECONOMETRICS	MI	M	2nd sem	10.0
054309	ING-INF/03	LOCALIZATION, NAVIGATION AND SMART MOBILITY	MI	M	2nd sem	5.0 [1.0]
096297	ING-INF/04	MODEL IDENTIFICATION AND DATA ANALYSIS	MI	M	2nd sem	10.0
054357	CHIM/07	MOLECULAR MODELING OF MATERIALS	--	M	2nd sem	5.0
052497	MAT/08	NUMERICAL ANALYSIS FOR PARTIAL DIFFERENTIAL EQUATIONS	MI	M	2nd sem	10.0 [2.0]
095972	MAT/09	OPTIMIZATION	MI	M	2nd sem	8.0
052771	ING-INF/05	PERSONALITÀ, TEAM BUILDING, LEADERSHIP Closed number subject	MI	M	2nd sem	3.0 [3.0]
052585	ING-INF/05	PERSONALITÀ, TEAM BUILDING, LEADERSHIP Closed number subject	MI	M	2nd sem	5.0 [5.0]
052470	ING-INF/03	QUANTUM COMMUNICATIONS	MI	M	2nd sem	5.0
055706	MAT/05	REACTION-DIFFUSION EQUATIONS	MI	M	2nd sem	5.0
054248	ING-IND/19	RELIABILITY ENGINEERING AND QUANTITATIVE RISK ANALYSIS A+B	MI	M	2nd sem	10.0 [2.0]
055727	ING-IND/24 MAT/08	COMPUTATIONAL TECHNIQUES FOR MOLECULAR MODELING	MI	I	2nd sem	8.0 [5.0]
097725	MAT/07	MATHEMATICAL AND PHYSICAL MODELING IN ENGINEERING [C.I.]	MI	I	2nd sem	10.0

Courses of the Group ING

Code	SSD	Course Title	Course location	Type	Period	CFU
054307	ING-INF/05	ARTIFICIAL NEURAL NETWORKS AND DEEP LEARNING	MI	M	1st sem	5.0
052354	ING-INF/04	DATA DRIVEN CONTROL SYSTEM DESIGN	MI	M	1st sem	5.0
055632	ING-INF/05	DATA MINING AND TEXT MINING	MI	M	1st sem	5.0
085930	ING-INF/01	ELECTRONICS	MI	M	1st sem	10.0
099244	ING-IND/06	COMPUTATIONAL FLUID DYNAMICS	--	M	1st sem	8.0
053558	--	LEARNING SPARSE REPRESENTATIONS FOR IMAGE AND SIGNAL MODELING	--	M	1st sem	5.0
055692	ING-IND/31	LOW FREQUENCY COMPUTATIONAL ELECTROMAGNETICS	MI	M	1st sem	5.0
052533	ING-INF/05	MIDDLEWARE TECHNOLOGIES FOR DISTRIBUTED SYSTEMS	MI	M	1st sem	5.0 [1.0]
097469	ING-INF/04	NONLINEAR CONTROL	MI	M	1st sem	5.0
051197	ING-INF/04	ROBUST CONTROL	MI	M	1st sem	5.0
097575	ING-IND/10	THERMODYNAMICS AND ENERGETIC PROCESSES	MI	M	1st sem	10.0
054306	ING-INF/05	UNSTRUCTURED AND STREAMING DATA ENGINEERING	MI	M	1st sem	5.0
089195	ING-INF/04	COMPLEX SYSTEMS DYNAMICS	MI	I	1st sem	10.0
054072	ICAR/01	FLUIDS LABS	MI	I	1st sem	10.0 [7.0]
093062	ING-INF/04	AUTOMATION AND CONTROL IN VEHICLES	MI	M	2nd sem	5.0
054085	ING-INF/01	BIOCHIP	MI	M	2nd sem	5.0 [2.0]
054444	ING-INF/05	DATA INTELLIGENCE APPLICATIONS	MI	M	2nd sem	5.0 [5.0]
089318	ING-INF/05	HYPERMEDIA APPLICATIONS (WEB AND MULTIMEDIA)	MI	M	2nd sem	5.0
097683	ING-INF/05	MACHINE LEARNING	MI	M	2nd sem	5.0
096297	ING-INF/04	MODEL IDENTIFICATION AND DATA ANALYSIS	MI	M	2nd sem	10.0

Courses of the Group MTM

Code	SSD	Course Title	Course location	Type	Period	CFU
052502	MAT/06 SECS-S/01	BAYESIAN STATISTICS	MI	M	1st sem	8.0 [2.0]
097667	MAT/08 SECS-S/06	COMPUTATIONAL FINANCE	MI	M	1st sem	8.0
055700	MAT/08 SECS-S/01	COMPUTATIONAL STATISTICS	MI	M	1st sem	8.0 [3.0]
095973	MAT/05	DISCRETE DYNAMICAL MODELS	MI	M	1st sem	8.0
093269	MAT/03	DISCRETE MATHEMATICS	MI	M	1st sem	5.0
052503	MAT/05	GAME THEORY	MI	M	1st sem	8.0 [1.0]
095981	SECS-S/06	MATHEMATICAL FINANCE II	MI	M	1st sem	10.0
097660	MAT/07	METHODS AND MODELS FOR STATISTICAL MECHANICS	MI	M	1st sem	8.0
055702	SECS-S/01	NONPARAMETRIC STATISTICS	MI	M	1st sem	8.0 [3.0]
055697	MAT/08	NUMERICAL ANALYSIS FOR MACHINE LEARNING	MI	M	1st sem	10.0 [2.0]
055694	MAT/08	NUMERICAL ANALYSIS FOR MACHINE LEARNING	MI	M	1st sem	8.0
095975	MAT/06	STOCHASTIC DIFFERENTIAL EQUATIONS	MI	M	1st sem	8.0
054074	MAT/06	STOCHASTIC DYNAMICAL MODELS	MI	M	1st sem	8.0 [1.0]
055693	MAT/03	COMPUTATIONAL ALGEBRAIC TOPOLOGY	MI	M	1st sem	8.0
095963	MAT/05	ADVANCED PARTIAL DIFFERENTIAL EQUATIONS	MI	M	2nd sem	8.0
054073	MAT/08	ADVANCED PROGRAMMING FOR SCIENTIFIC COMPUTING	MI	M	2nd sem	10.0 [1.0]
052498	SECS-S/01	APPLIED STATISTICS	MI	M	2nd sem	10.0 [3.0]
097661	MAT/07	BIOMATHEMATICAL MODELING	MI	M	2nd sem	8.0
096659	MAT/08	COMPUTATIONAL MODELING IN ELECTRONICS AND BIOMATHEMATICS	MI	M	2nd sem	8.0
052505	SECS-S/06	FINANCIAL ENGINEERING	MI	M	2nd sem	8.0
055643	SECS-S/06	FINTECH	MI	M	2nd sem	8.0
055757	SECS-S/06	INSURANCE & ECONOMETRICS	MI	M	2nd sem	8.0
095972	MAT/09	OPTIMIZATION	MI	M	2nd sem	8.0
055706	MAT/05	REACTION-DIFFUSION EQUATIONS	MI	M	2nd sem	5.0
097725	MAT/07	MATHEMATICAL AND PHYSICAL MODELING IN ENGINEERING [C.I.]	MI	I	2nd sem	10.0

Courses of the Group STAT

Code	SSD	Course Title	Course location	Type	Period	CFU
054307	ING-INF/05	ARTIFICIAL NEURAL NETWORKS AND DEEP LEARNING	MI	M	1st sem	5.0
055701	MAT/08 SECS-S/01	COMPUTATIONAL STATISTICS	MI	M	1st sem	5.0
055632	ING-INF/05	DATA MINING AND TEXT MINING	MI	M	1st sem	5.0
051132	ING-IND/16	DESIGN AND ANALYSIS OF EXPERIMENTS B	BV	M	1st sem	10.0
093267	ING-INF/03	DIGITAL SIGNAL PROCESSING	MI	M	1st sem	10.0
052533	ING-INF/05	MIDDLEWARE TECHNOLOGIES FOR DISTRIBUTED SYSTEMS	MI	M	1st sem	5.0 [1.0]
055703	SECS-S/01	NONPARAMETRIC STATISTICS	MI	M	1st sem	5.0
054306	ING-INF/05	UNSTRUCTURED AND STREAMING DATA ENGINEERING	MI	M	1st sem	5.0
089318	ING-INF/05	HYPERMEDIA APPLICATIONS (WEB AND MULTIMEDIA)	MI	M	2nd sem	5.0
097683	ING-INF/05	MACHINE LEARNING	MI	M	2nd sem	5.0
054248	ING-IND/19	RELIABILITY ENGINEERING AND QUANTITATIVE RISK ANALYSIS A+B	MI	M	2nd sem	10.0 [2.0]

manifesti v. 3.14.3 / 3.14.3

Area Servizi ICT

16/05/2026