{"id":1690,"date":"2025-05-20T22:19:02","date_gmt":"2025-05-20T21:19:02","guid":{"rendered":"https:\/\/masterhpc.polimi.it\/?page_id=1690"},"modified":"2025-10-14T20:16:39","modified_gmt":"2025-10-14T19:16:39","slug":"piano-studi","status":"publish","type":"page","link":"https:\/\/masterhpc.polimi.it\/en\/piano-studi\/","title":{"rendered":"Study plan"},"content":{"rendered":"
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Study Plan<\/strong><\/h1>\n<\/div>\n<\/div>\n\n\n\n
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Here you can find all the subjects of the Master's Degree in HPC Engineering, divided by year and semester.<\/p>\n\n\n\n

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First year<\/h2>\n

Includes 60 credits<\/p>\n <\/div>\n

\n \n

1st semester<\/h3>\n
\n Parallel Computing<\/span>5 CFU<\/span>\n <\/div>\n
\n Adv Methods for Scientific Computing<\/span>5 CFU<\/span>\n <\/div>\n
\n Numerical Linear Algebra<\/span>5 CFU<\/span>\n <\/div>\n
\n Numerical Methods for PDEs<\/span>5 CFU<\/span>\n <\/div>\n
\n Quantum Physics<\/span>5 CFU<\/span>\n <\/div>\n\n \n

2nd semester<\/h3>\n
\n Quantum Computing<\/span>5 CFU<\/span>\n <\/div>\n
\n Advanced Computer Architectures<\/span>5 CFU<\/span>\n <\/div>\n
\n Software Engineering for HPC<\/span>5 CFU<\/span>\n <\/div>\n
\n Computing Infrastructures<\/span>5 CFU<\/span>\n <\/div>\n
\n Applied Statistics<\/span>5 CFU<\/span>\n <\/div>\n\n\n

1st or 2nd semester (depending on student's choice)<\/h3>\n
\n Elective Courses (related subjects)<\/span>10 CFU<\/span>\n <\/div>\n <\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
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Second year<\/h2>\n

Includes 60 credits<\/p>\n <\/div>\n

\n \n

1st semester<\/h3>\n
\n Artificial Neural Networks and Deep Learning<\/span>5 CFU<\/span>\n <\/div>\n
\n Systems and Methods for Big and Unstructured Data<\/span>5 CFU<\/span>\n <\/div>\n\n \n

1st or 2nd semester (depending on student's choice)<\/h3>\n
\n Elective Courses (ICT)<\/span>10 CFU<\/span>\n <\/div>\n
\n Elective Courses (HPC applications)<\/span>20 CFU<\/span>\n <\/div>\n
\n Thesis project<\/span>20 CFU<\/span>\n <\/div>\n <\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n

Elective courses<\/h2>\n\n\n\n

The recommended study plan includes a total of 40 elective credits over the two years, to be distributed among the following groups of courses: related area (including courses in mathematics, electronics, quantum technologies, etc.), computer science area, and multidisciplinary HPC applications.<\/p>\n\n\n\n

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Related subjects<\/h2>\n

Expected 10 credits<\/p>\n <\/div>\n

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1st semester<\/h3>\n
\n Foundations of Operations Research<\/span>5 CFU<\/span>\n <\/div>\n
\n Quantum Circuits and Devices<\/span>5 CFU<\/span>\n <\/div>\n
\n Numerical Analysis for Machine Learning<\/span>10 CFU<\/span>\n <\/div>\n
\n Computational Statistics<\/span>5 CFU<\/span>\n <\/div>\n
\n Nonparametric Statistics<\/span>5 CFU<\/span>\n <\/div>\n
\n Bayesian Statistics<\/span>10 CFU<\/span>\n <\/div>\n\n \n

2nd semester<\/h3>\n
\n Bayesian Learning and Montecarlo Simulation<\/span>5 CFU<\/span>\n <\/div>\n
\n Scientific Computing Tools for Adv. Mathematical Modelling<\/span>5 CFU<\/span>\n <\/div>\n
\n Quantum Communication<\/span>5 CFU<\/span>\n <\/div>\n
\n Quantum Optics and Information<\/span>5 CFU<\/span>\n <\/div>\n
\n Photonic Computing<\/span>5 CFU<\/span>\n <\/div>\n
\n Network Computing<\/span>5 CFU<\/span>\n <\/div>\n <\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
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ICT group<\/h2>\n

Expected 10 credits<\/p>\n <\/div>\n

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1st semester<\/h3>\n
\n Performance Evaluation and Applications<\/span>5 CFU<\/span>\n <\/div>\n
\n Networked Software for Distributed Systems<\/span>5 CFU<\/span>\n <\/div>\n
\n Distributed Systems<\/span>5 CFU<\/span>\n <\/div>\n
\n Embedded Systems<\/span>5 CFU<\/span>\n <\/div>\n
\n Streaming Data Analytics<\/span>5 CFU<\/span>\n <\/div>\n
\n Complessit\u00e0 nei sistemi e nelle reti<\/span>5 CFU<\/span>\n <\/div>\n
\n System Identification and Prediction<\/span>5 CFU<\/span>\n <\/div>\n\n \n

2nd semester<\/h3>\n
\n Computer Security<\/span>5 CFU<\/span>\n <\/div>\n
\n Machine Learning<\/span>5 CFU<\/span>\n <\/div>\n
\n Code Transformation and Optimization<\/span>5 CFU<\/span>\n <\/div>\n
\n Mathematical Models and Methods for Image Processing<\/span>5 CFU<\/span>\n <\/div>\n <\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n
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Applications<\/h2>\n

Expected 20 credits<\/p>\n <\/div>\n

\n \n

1st semester<\/h3>\n
\n Biomolecular Modelling Laboratory (limited admission)<\/span>5 CFU<\/span>\n <\/div>\n
\n Computational Biomechanics Laboratory (limited admission)<\/span>5 CFU<\/span>\n <\/div>\n
\n Applied CFD for Industrial Engineering<\/span>5 CFU<\/span>\n <\/div>\n
\n High Performance Scientific Computing in Aerospace<\/span>10 CFU<\/span>\n <\/div>\n
\n High Performance Simulation Lab for Mechanical Engineering<\/span>10 CFU<\/span>\n <\/div>\n
\n HPC Applications for Sustainable Use of Subsurface Energy Resources<\/span>10 CFU<\/span>\n <\/div>\n\n \n

2nd semester<\/h3>\n
\n Computational Biomechanics Laboratory (limited admission)<\/span>5 CFU<\/span>\n <\/div>\n
\n Advanced Mathematical Models in Finance<\/span>5 CFU<\/span>\n <\/div>\n
\n Fintech<\/span>5 CFU<\/span>\n <\/div>\n
\n Molecular Modeling in Process Engineering<\/span>5 CFU<\/span>\n <\/div>\n
\n Molecular Modeling of Materials<\/span>5 CFU<\/span>\n <\/div>\n
\n Thermal Management for Information Technologies<\/span>5 CFU<\/span>\n <\/div>\n <\/div>\n<\/div>\n\n\n\n
<\/div>\n\n\n\n

Individual Study Plan and Personalisation<\/h2>\n\n\n\n

You may submit an individual study plan that differs from the recommended one in terms of the distribution of elective credits across the subject areas indicated here. <\/p>\n\n\n\n

\u00c8 inoltre possibile includere insegnamenti non presenti tra le opzioni previste. Ad esempio, possiamo valutare questi insegnamenti fuori offerta, che si orientano al mondo dell’AI o al tema della sostenibilit\u00e0 nelle infrastrutture di calcolo: Applied AI in Biomedicine, Bioinformatics and Computational Biology, Natural Language Processing, Green Information Systems and Data Infrastructures, Advanced Deep Learning.<\/p>\n\n\n\n

If you wish to include courses that are not featured in the tables of HPC manifesto, it is strongly recommended that you first consult our Programme Manager<\/a>. This step can help simplify and speed up the evaluation process. The approval of individual study plans is subject to a review of their consistency with the overall educational offer and the proposed study path.<\/p>\n\n\n\n

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Syllabus and other details<\/h2>\n\n\n\n

Refer to the Syllabus (Manifesto degli Studi) for the full list of offered courses, detailed content, weekly class schedules, and many other useful details.<\/p>\n\n\n\n

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\n Syllabus<\/strong>

\n \n <\/path>\n <\/svg>Explore<\/span>\n <\/span>\n <\/a>\n<\/div>\n<\/div>\n\n\n\n
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\n Academic Calendar<\/strong>

\n \n <\/path>\n <\/svg>Explore<\/span>\n <\/span>\n <\/a>\n<\/div>\n<\/div>\n\n\n\n
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\n Exam calls<\/strong>

\n \n <\/path>\n <\/svg>Explore<\/span>\n <\/span>\n <\/a>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n
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<\/div>\n<\/div>\n\n\n\n

<\/p>","protected":false},"excerpt":{"rendered":"

Piano degli Studi Qui puoi trovare il piano di studi di HPC Engineering, diviso per anno e per semestre. Primo anno Include 60 CFU 1\u00b0 semestre Parallel Computing5 CFU Adv Methods for Scientific Computing5 CFU Numerical Linear Algebra5 CFU Numerical Methods for PDEs5 CFU Quantum Physics5 CFU 2\u00b0 semestre Quantum Computing5 CFU Advanced Computer Architectures5 […]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-no-title","meta":{"advgb_blocks_editor_width":"","advgb_blocks_columns_visual_guide":"","footnotes":""},"class_list":["post-1690","page","type-page","status-publish","hentry"],"yoast_head":"\nPiano Studi - HPC Engineering<\/title>\n<meta name=\"description\" content=\"Il piano di studi del corso di Laurea Magistrale in HPC Engineering al Politecnico di Milano: ecco gli insegnamenti offerti\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/masterhpc.polimi.it\/en\/piano-studi\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Piano Studi - 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