Syllabus - - full-time studies third-cycle studies

Semester 1, October 2019 - February 2020

Code	Name	Hours												ECTS	E
		Lecture	Audit. classes	Lab. classes	Project classes	Conv. seminar	Seminar classes	Pract. classes	Zaj. terenowe	Zaj. warsztatowe	Prace kontr. przejść.	Lektorat	SUMA
Warsztat badacza														6
														4
ZSDA-3-1014-s	Ethics in research and scientific work	5	0	0	0	0	5	0	0	0	0	0	10	1	-
														4
ZSDA-3-1001-s	Ethics in research and scientific work	10	0	0	0	0	0	0	0	0	0	0	10	1	-
														4
ZSDA-3-1002-s	Copyright law and intellectual property protectionj	10	0	0	0	0	0	0	0	0	0	0	10	1	-
														4
ZSDA-3-1015-s	Copyright law and intellectual property protection	10	0	0	0	0	0	0	0	0	0	0	10	1	-
Elective block: Metodologia i planowanie badań The rules for selecting groups/modules: Doktorant wybiera jeden przedmiot z wybranym prowadzącym														1
ZSDA-3-1006-s	Research planning and methodology variant_I	0	0	0	0	0	0	0	0	20	0	0	20	1	-
ZSDA-3-1007-s	Research planning and methodology_variant_II	0	0	0	0	0	20	0	0	0	0	0	20	1	-
ZSDA-3-1008-s	Research planning and methodology_variant_III	6	0	0	0	0	14	0	0	0	0	0	20	1	-
ZSDA-3-1012-s	Research planning and methodology variant_IV	6	0	0	0	14	0	0	0	0	0	0	20	1	-
ZSDA-3-1016-s	Research planning and methodology variant_V	0	0	0	0	20	0	0	0	0	0	0	20	1	-
ZSDA-3-1019-s	Research planning and methodology variant_VI	6	0	0	0	14	0	0	0	0	0	0	20	1	-
ZSDA-3-1024-s	Research planning and methodology variant_VII	6	0	6	0	0	8	0	0	0	0	0	26	1	-
ZSDA-3-1027-s	Research planning and methodology variant_VIII	0	0	0	0	20	0	0	0	0	0	0	20	1	-
Elective block: Warsztaty pisania i przygotowywania publikacji naukowych The rules for selecting groups/modules: Doktorant wybiera jeden przedmiot z wybranym prowadzącym														1
ZSDA-3-1003-s	Workshop in writing and preparation of scientific publications_variant_I	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1004-s	Workshop in writing and preparation of scientific publications_variant_II	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1011-s	Workshop in writing and preparation of scientific publications_variant_III	4	0	0	0	0	0	0	0	8	0	0	12	1	-
ZSDA-3-1017-s	Workshop in writing and preparation of scientific publications_variant_IV	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1018-s	Workshop in writing and preparation of scientific publications version_V	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1021-s	Workshop in writing and preparation of scientific publications version_VI	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1022-s	Workshop in writing and preparation of scientific publications version_VII	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1025-s	Workshop in writing and preparation of scientific publications veariant_VIII	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1028-s	Workshop in writing and preparation of scientific publications veariant_IX	0	0	0	0	0	0	0	0	12	0	0	12	1	-
Elective block: Warsztaty przygotowywania wniosków grantowych The rules for selecting groups/modules: Doktorant wybiera jeden przedmiot z wybranym prowadzącym														1
ZSDA-3-1005-s	Workshop in preparation of grant applications_variant_I	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1009-s	Workshop in preparation of grant applications_variant_II	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1010-s	Workshop in preparation of grant applications_variant_III	2	0	0	0	0	0	0	0	10	0	0	12	1	-
ZSDA-3-1013-s	Workshop in preparation of grant applications_variant_IV	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1020-s	Workshop in preparation of grant applications_variant_V	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1023-s	Workshop in preparation of grant applications_variant_VI	0	0	0	0	0	0	0	0	12	0	0	12	1	-
ZSDA-3-1026-s	Workshop in preparation of grant applications_variant_VII	0	0	0	0	0	0	0	0	12	0	0	12	1	-
														7

Module codes explanation

Semester 2, March 2020 - September 2020

Code	Name	Hours												ECTS	E
		Lecture	Audit. classes	Lab. classes	Project classes	Conv. seminar	Seminar classes	Pract. classes	Zaj. terenowe	Zaj. warsztatowe	Prace kontr. przejść.	Lektorat	SUMA
Other Basic														5
ZSDA-3-2001-s	Critical thinking - fundamental dilemmas of modern civilization	0	0	0	0	15	0	0	0	0	0	0	15	1	-
ZSDA-3-2002-s	Critical thinking - fundamental dilemmas of modern civilization	0	0	0	0	15	0	0	0	0	0	0	15	1	-
ZSDA-3-2003-s	The module has not been published by the person responsible for it. Elective block	0	0	0	0	0	0	0	0	0	0	0	0	3	-
														5

Module codes explanation

Semester 3, October 2020 - February 2021

Code	Name	Hours												ECTS	E
		Lecture	Audit. classes	Lab. classes	Project classes	Conv. seminar	Seminar classes	Pract. classes	Zaj. terenowe	Zaj. warsztatowe	Prace kontr. przejść.	Lektorat	SUMA
Other Basic														3
ZSDA-3-3001-s	The module has not been published by the person responsible for it. Elective block	0	0	0	0	0	0	0	0	0	0	0	0	3	-
														3

Module codes explanation

Semester 4, March 2021 - September 2021

Code	Name	Hours												ECTS	E
		Lecture	Audit. classes	Lab. classes	Project classes	Conv. seminar	Seminar classes	Pract. classes	Zaj. terenowe	Zaj. warsztatowe	Prace kontr. przejść.	Lektorat	SUMA
Other Basic														4
ZSDA-3-4001-s	The module has not been published by the person responsible for it. Doctoral seminar	0	0	0	0	0	30	0	0	0	0	0	30	2	-
ZSDA-3-4002-s	The module has not been published by the person responsible for it. Elective block	0	0	0	0	0	0	0	0	0	0	0	0	2	-
														4

Module codes explanation

Semester 5, October 2021 - February 2022

Code	Name	Hours												ECTS	E
		Lecture	Audit. classes	Lab. classes	Project classes	Conv. seminar	Seminar classes	Pract. classes	Zaj. terenowe	Zaj. warsztatowe	Prace kontr. przejść.	Lektorat	SUMA
Other Basic														3
ZSDA-3-5001-s	The module has not been published by the person responsible for it. Elective block	0	0	0	0	0	0	0	0	0	0	0	0	3	-
														3

Module codes explanation

Semester 6, March 2022 - September 2022

Code	Name	Hours												ECTS	E
		Lecture	Audit. classes	Lab. classes	Project classes	Conv. seminar	Seminar classes	Pract. classes	Zaj. terenowe	Zaj. warsztatowe	Prace kontr. przejść.	Lektorat	SUMA
Other Basic														3
ZSDA-3-6001-s	The module has not been published by the person responsible for it. Doctoral seminar	0	0	0	0	0	30	0	0	0	0	0	30	2	-
ZSDA-3-6002-s	The module has not been published by the person responsible for it. Elective block	0	0	0	0	0	0	0	0	0	0	0	0	1	-
														3

Module codes explanation

Semester 7, October 2022 - February 2023

Code	Name	Hours												ECTS	E
		Lecture	Audit. classes	Lab. classes	Project classes	Conv. seminar	Seminar classes	Pract. classes	Zaj. terenowe	Zaj. warsztatowe	Prace kontr. przejść.	Lektorat	SUMA
Other Basic														2
ZSDA-3-7001-s	The module has not been published by the person responsible for it. Elective block	0	0	0	0	0	0	0	0	0	0	0	0	2	-
														2

Module codes explanation

Semester 8, March 2023 - September 2023

Code	Name	Hours												ECTS	E
		Lecture	Audit. classes	Lab. classes	Project classes	Conv. seminar	Seminar classes	Pract. classes	Zaj. terenowe	Zaj. warsztatowe	Prace kontr. przejść.	Lektorat	SUMA
Other Basic														2
ZSDA-3-8001-s	The module has not been published by the person responsible for it. Doctoral seminar	0	0	0	0	0	30	0	0	0	0	0	30	2	-
														2

Module codes explanation

Completion of modules in any semester

Code	Name	Hours												ECTS	E
		Lecture	Audit. classes	Lab. classes	Project classes	Conv. seminar	Seminar classes	Pract. classes	Zaj. terenowe	Zaj. warsztatowe	Prace kontr. przejść.	Lektorat	SUMA
Other Basic														518
ZSDA-3-0001-s	Nonlinear Dynamics	30	0	0	0	0	0	0	0	0	0	0	30	3	+
ZSDA-3-0002-s	Computational materials science	12	0	0	0	0	8	0	0	0	0	0	20	3	-
ZSDA-3-0009-s	Machine learning and Deep Learning	0	0	30	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0011-s	Advances in medical electronic equipment	6	0	0	0	0	18	0	0	0	0	0	24	3	-
ZSDA-3-0014-s	Antropogeniczne zmiany w środowisku	10	0	0	20	0	0	0	0	0	0	0	30	4	+
ZSDA-3-0019-s	Lattice Boltzmann Method - fundamentals	28	0	28	0	0	0	0	0	0	0	0	56	6	-
ZSDA-3-0020-s	Lattice Boltzmann Method II - advanced topics	28	0	28	0	0	0	0	0	0	0	0	56	6	-
ZSDA-3-0022-s	Physiological measurements and data interpretation	6	0	0	0	0	18	0	0	0	0	0	24	3	-
ZSDA-3-0028-s	Smart building materials	15	0	0	0	0	0	0	0	0	0	0	15	2	-
ZSDA-3-0029-s	Frequency Analysis of Signals	15	0	0	0	0	0	0	0	0	0	0	15	2	-
ZSDA-3-0030-s	Signal Compression	15	0	0	0	0	0	0	0	0	0	0	15	2	-
ZSDA-3-0031-s	Fundamentals of Signal Theory	15	0	0	0	0	0	0	0	0	0	0	15	2	-
ZSDA-3-0032-s	An introduction to high temperature corrosion	20	0	0	0	0	10	0	0	0	0	0	30	3	+
ZSDA-3-0033-s	Novel materials and technologies for space industry	10	0	0	0	0	20	0	0	0	0	0	30	3	-
ZSDA-3-0034-s	Protective coatings: synthesis, properties and application	10	0	0	0	0	20	0	0	0	0	0	30	3	-
ZSDA-3-0035-s	Project management in the aspect of environmental protection	15	0	0	30	0	0	0	0	0	0	0	45	4	-
ZSDA-3-0036-s	Environmental analysis – from sampling to instrumental treatment	15	0	0	30	0	0	0	0	0	0	0	45	4	-
ZSDA-3-0037-s	Electronic structure and bonding in solids. Part I. Theoretical introduction.	30	0	0	0	0	0	0	0	0	0	0	30	3	+
ZSDA-3-0038-s	Electronic structure and bonding in solids. Part. II. practical applications	0	0	30	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0039-s	Foundations of Quantum Chemistry	30	0	0	0	0	0	0	0	0	0	0	30	3	+
ZSDA-3-0043-s	Analytical Acoustics - selected problems	15	0	0	0	30	0	0	0	0	0	0	45	3	-
ZSDA-3-0044-s	Acoustics of Ducts and Mufflers - selected problems	15	0	0	0	0	15	0	0	0	0	0	30	2	-
ZSDA-3-0045-s	Mathematical Methods of Acoustical Engineering - selected problems	15	0	0	0	0	15	0	0	0	0	0	30	2	-
ZSDA-3-0047-s	Medical applications of pattern recognition	6	0	0	0	0	18	0	0	0	0	0	24	3	-
ZSDA-3-0048-s	Artificial intelligence and machine learning in biomedicine	12	0	0	0	0	12	0	0	0	0	0	24	3	-
ZSDA-3-0050-s	Modern glass and glass-ceramic materials	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0051-s	Advanced methods of solid state structure research	15	0	15	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0055-s	Artificial intelligence systems implementation in electronics and mechanics	20	0	0	0	0	0	0	0	0	0	0	20	3	-
ZSDA-3-0056-s	Intelligent throughput control of multicores	20	0	0	0	0	0	0	0	0	0	0	20	3	-
ZSDA-3-0058-s	Identification of denamic systems	26	14	0	0	0	0	0	0	0	0	0	40	4	+
ZSDA-3-0061-s	Advances in Computer Science	30	0	0	0	0	30	0	0	0	0	0	60	5	-
ZSDA-3-0063-s	Fractional order calculus in automatics, electrotechnics and electronics.	15	0	10	0	0	0	0	0	0	0	0	25	3	-
ZSDA-3-0064-s	Advanced Medical Image Processing Techniques	8	0	0	0	0	16	0	0	0	0	0	24	3	-
ZSDA-3-0071-s	Thermodynamics of irreversible processes and nonequilibrium phenomena	20	0	0	0	0	20	0	0	0	0	0	40	3	-
ZSDA-3-0072-s	Kinetic theory and transport phenomena	20	0	0	0	0	20	0	0	0	0	0	40	3	-
ZSDA-3-0075-s	Combinatorial explosion in analysis of concurrent systems	20	0	0	0	0	10	0	0	0	0	0	30	3	-
ZSDA-3-0079-s	Information systems and data management in medicine and healthcare	14	14	0	0	0	0	0	0	0	0	0	28	3	-
ZSDA-3-0080-s	Toxicological investigations	15	0	0	0	0	15	0	0	0	0	0	30	2	-
ZSDA-3-0081-s	Computational Fluid Dynamics and Heat Transfer	30	0	30	0	0	0	0	0	0	0	0	60	3	+
ZSDA-3-0083-s	Uncertainty analysis in engineering	15	0	15	15	0	0	0	0	0	0	0	45	5	+
ZSDA-3-0084-s	Medical applications of Virtual Reality	6	0	0	0	0	18	0	0	0	0	0	24	3	-
ZSDA-3-0085-s	Volunteered Geographic Information	8	0	0	22	0	0	0	0	0	0	0	30	2	-
ZSDA-3-0086-s	Advanced Geoinformation Modelling	8	0	0	22	0	0	0	0	0	0	0	30	2	-
ZSDA-3-0089-s	Decision-making methods	14	0	0	0	0	16	0	0	0	0	0	30	3	-
ZSDA-3-0090-s	The Art of Multiprocessor Programming	14	0	0	0	0	16	0	0	0	0	0	30	3	-
ZSDA-3-0103-s	Power electronic electrical energy conversion	0	0	0	0	0	20	0	0	0	0	0	20	3	+
ZSDA-3-0104-s	Power electronics	0	0	0	0	0	20	0	0	0	0	0	20	3	-
ZSDA-3-0106-s	Bio-Inspired Artificial Intelligence	10	0	0	30	0	20	0	0	0	0	0	60	6	-
ZSDA-3-0107-s	Finite Element Method in Material Engineering and Metal Forming	30	0	30	0	0	0	0	0	0	0	0	60	5	+
ZSDA-3-0109-s	Advanced fluid mechanics	30	0	0	0	0	0	0	0	0	0	0	30	4	+
ZSDA-3-0110-s	Phenomenological Thermodynamics	15	0	0	0	0	15	0	0	0	0	0	30	4	-
ZSDA-3-0114-s	Electronic properties of condensed matter	15	0	15	0	0	0	0	0	0	0	0	30	3	+
ZSDA-3-0117-s	Structural Health Monitoring	20	0	0	0	0	20	0	0	0	0	0	40	4	+
ZSDA-3-0118-s	Characterization methods in materials science	20	0	0	0	0	10	0	0	0	0	0	30	3	+
ZSDA-3-0119-s	Advanced Issues in Machine Dynamics	15	0	0	0	0	0	0	0	0	0	0	15	3	-
ZSDA-3-0122-s	Mechanical Response of Engineering Materials	15	0	0	0	0	15	0	0	0	0	0	30	3	+
ZSDA-3-0129-s	Industrial marketing	15	15	0	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0131-s	Metals chemistry	30	0	15	0	0	0	0	0	0	0	0	45	3	-
ZSDA-3-0133-s	Advanced Methods of Surface and Thin Films Investigation	18	0	0	0	0	12	0	0	0	0	0	30	4	-
ZSDA-3-0134-s	On some models of discrete mathematics	30	30	0	0	0	0	0	0	0	0	0	60	4	+
ZSDA-3-0137-s	Engineering of glass processing processes	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0138-s	Glassy materials in building constructions	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0139-s	Advanced statistical methods and medical data processing	6	0	0	0	0	14	0	0	0	0	0	20	3	-
ZSDA-3-0140-s	Research in Business Process Management	0	0	0	15	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0146-s	Reasons of failure and bulding catastrophes	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0148-s	The economy of closed circuit in the energy sector	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0149-s	Economics of mining and mineral processing	15	0	0	15	0	0	0	0	0	0	0	30	2	-
ZSDA-3-0150-s	Statistical modeling and data analysis in scientific research	30	0	15	15	0	0	0	0	0	0	0	60	4	-
ZSDA-3-0151-s	Geological sequestration of carbon dioxide	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0152-s	Physics of disordered matter	20	0	10	0	0	0	0	0	0	0	0	30	3	+
ZSDA-3-0153-s	Deep neural networks	14	0	14	0	0	0	0	0	0	0	0	28	3	-
ZSDA-3-0154-s	Novel production technologies and directions of mineral row materials aplications	15	0	15	0	0	0	0	0	0	0	0	30	2	-
ZSDA-3-0155-s	Probabilistic methods in engineering	15	0	0	0	0	0	0	0	0	0	0	15	2	-
ZSDA-3-0157-s	Mathematical Methods od Physics: Special Function	30	0	0	0	0	15	0	0	0	0	0	45	4	-
ZSDA-3-0159-s	Theory of electrometallurgical processes	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0160-s	Advanced Technologies of Solid Fuels Processing	30	0	15	15	0	0	0	0	0	0	0	60	3	-
ZSDA-3-0164-s	Introduction to modern machine learning	20	0	0	0	0	0	0	0	0	0	0	20	3	-
ZSDA-3-0168-s	Consolidation and application of non-ferrous metals powders	8	0	0	0	0	8	0	0	0	0	0	16	3	-
ZSDA-3-0169-s	Modeling microstructure of metals and alloys by methods of intensive plastic deformation	14	0	0	0	0	16	0	0	0	0	0	30	3	-
ZSDA-3-0170-s	Powder materials modified by boron	8	0	0	0	0	8	0	0	0	0	0	16	3	-
ZSDA-3-0171-s	Superalloys based on nickel, cobalt and iron	15	0	0	0	0	0	0	0	0	0	0	15	2	-
ZSDA-3-0172-s	Electrochemistry in materials science	15	0	0	0	0	0	0	0	0	0	0	15	2	-
ZSDA-3-0173-s	Atomic force microscope (AFM) and Scanning Tunneling Microscope (STM)	15	0	0	15	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0174-s	Chemical and thermal treatment of metallic materials	15	0	0	15	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0176-s	Dobór technik wytwarzania i kształtowania materiałów dla podstawowych grup materiałowych	15	0	0	0	0	0	0	0	0	0	0	15	2	-
ZSDA-3-0177-s	Internet of things, smart grid, and modern communication technologies	10	0	0	0	0	10	0	0	0	0	0	20	3	-
ZSDA-3-0178-s	Mineral raw materials in theory and industrial practice	10	0	0	0	0	20	0	0	0	0	0	30	4	-
ZSDA-3-0179-s	Thermal analysis in the laboratory practice	0	0	12	0	0	8	0	0	0	0	0	20	3	-
ZSDA-3-0180-s	Polymer materials engineering	18	0	0	0	0	12	0	0	0	0	0	30	3	-
ZSDA-3-0181-s	Thermal analysis methods in materials characterization	10	0	20	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0182-s	Advanced organic and polymeric materials in renewable energetics	10	0	0	0	0	10	0	0	0	0	0	20	2	-
ZSDA-3-0184-s	Geoinformation and sustainable development	5	0	0	0	0	15	0	0	0	0	0	20	2	-
ZSDA-3-0187-s	Data processing and analysis in high voltage measurements	12	0	0	0	0	12	0	0	0	0	0	24	3	-
ZSDA-3-0188-s	Solid state reactions	30	0	15	0	0	0	0	0	0	0	0	45	3	-
ZSDA-3-0189-s	Speech and language processing using deep learning	15	0	0	15	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0191-s	Integration of advanced GIS technologies for decision support	15	0	30	0	0	0	0	0	0	0	0	45	4	+
ZSDA-3-0192-s	Accounting for management	30	0	0	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0193-s	Optimization based acoustic modelling	10	0	10	0	0	0	0	0	0	0	0	20	2	-
ZSDA-3-0194-s	Methodology of teaching GIK classes	0	0	0	0	0	15	0	0	0	0	0	15	3	-
ZSDA-3-0198-s	Modeling and measurement system integration	10	0	10	0	0	10	0	0	0	0	0	30	4	-
ZSDA-3-0199-s	Rock mechanics	30	0	15	0	0	0	0	0	0	0	0	45	4	-
ZSDA-3-0210-s	Optimisation methods in foundry engineering	15	0	30	0	0	0	0	0	0	0	0	45	5	+
ZSDA-3-0220-s	Methods of foundry furnaces control	0	0	0	0	0	30	0	0	0	0	0	30	3	-
ZSDA-3-0221-s	Foundry moulding and core sands	10	0	20	0	0	0	0	0	0	0	0	30	5	+
ZSDA-3-0222-s	Environmentally friendly foundry moulding and core sands	0	0	0	0	0	15	0	0	0	0	0	15	3	-
ZSDA-3-0224-s	Inclusion Engineering	10	10	0	0	0	10	0	0	0	0	0	30	3	-
ZSDA-3-0227-s	Sequence Stratigraphy	15	15	0	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0229-s	Numerical Simulation of Thermo-kinetic process	15	0	30	0	0	0	0	0	0	0	0	45	3	-
ZSDA-3-0230-s	Data mining for engineering applications	15	0	15	15	0	0	0	0	0	0	0	45	4	-
ZSDA-3-0231-s	Numerical methods used for heat transfer processes simulation	15	0	0	0	0	30	0	0	0	0	0	45	3	-
ZSDA-3-0232-s	Photogrammetric and remote sensing data- image acquisition, processing and integration	15	0	30	0	0	0	0	0	0	0	0	45	4	+
ZSDA-3-0233-s	Methods of numericalsimulation of chase transformations In metal alloys	20	0	10	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0234-s	Practical Aspects of Trace Elemental Analysis	10	0	15	0	0	5	0	0	0	0	0	30	3	-
ZSDA-3-0236-s	Modern methods of calculation and interpretation of phase diagrams	15	0	30	0	0	0	0	0	0	0	0	45	5	+
ZSDA-3-0237-s	Revitalisation in the context of sustainable development	15	0	0	30	0	0	0	0	0	0	0	45	4	-
ZSDA-3-0238-s	Preparation of research projects	0	0	0	15	0	0	0	0	0	0	0	15	3	-
ZSDA-3-0239-s	Mathematical Foundations of Quantum Mechanics	30	30	0	0	0	0	0	0	0	0	0	60	5	+
ZSDA-3-0241-s	The probabilistic method in graph theory	30	30	0	0	0	0	0	0	0	0	0	60	4	+
ZSDA-3-0244-s	Interrelation of alloy structure and the electrodeposition mode	15	0	0	15	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0248-s	Monte Carlo methods and stochastic simulations – theoretical and implementation aspects	30	0	0	0	0	0	0	0	0	0	0	30	4	-
ZSDA-3-0249-s	Properties of solutions of certain families of nonlinear evolutionary models	30	30	0	0	0	0	0	0	0	0	0	60	4	+
ZSDA-3-0250-s	Analysis of nonstationary signals	30	0	30	0	0	0	0	0	0	0	0	60	6	+
ZSDA-3-0251-s	Applications of classical and generalized symmetries for constructing solutions of nonlinear mathematical physics differential equations	30	30	0	0	0	0	0	0	0	0	0	60	4	+
ZSDA-3-0252-s	Sustainable water resources management and protection	30	30	0	0	0	0	0	0	0	0	0	60	4	-
ZSDA-3-0254-s	Ergodic theory	30	30	0	0	0	0	0	0	0	0	0	60	4	+
ZSDA-3-0255-s	Dynamical systems	0	0	0	0	0	30	0	0	0	0	0	30	2	-
ZSDA-3-0257-s	Elements of differential topology	30	30	0	0	0	0	0	0	0	0	0	60	6	+
ZSDA-3-0258-s	Analysis of nonstationary signals	30	0	30	0	0	0	0	0	0	0	0	60	6	+
ZSDA-3-0259-s	Markov opertators in the thoory of dynamical systems	30	0	0	0	0	0	0	0	0	0	0	30	3	+
ZSDA-3-0260-s	Mathematical Foudations of Cryptology	30	0	0	0	0	0	0	0	0	0	0	30	4	+
ZSDA-3-0263-s	Statistical signal processing in audio and speech applications	18	0	14	0	0	0	14	0	0	0	0	46	4	-
ZSDA-3-0265-s	Management Theories	0	0	0	0	30	0	0	0	0	0	0	30	4	-
ZSDA-3-0266-s	Contemporary methodological problems of management sciences	30	0	0	0	0	0	0	0	0	0	0	30	4	-
ZSDA-3-0267-s	Geoengineering	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0268-s	Selected Topics in Drilling	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0269-s	Gas Engineering	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0270-s	Functional analysis and operator theory	30	30	0	0	0	0	0	0	0	0	0	60	6	+
ZSDA-3-0272-s	Mathematical methods in petroleum and gas engineering	20	0	0	0	0	10	0	0	0	0	0	30	3	-
ZSDA-3-0273-s	Petroleum engineering	20	0	0	0	0	10	0	0	0	0	0	30	3	-
ZSDA-3-0275-s	Technika a społeczeństwo. Relacje - kontekst - wyzwania,	0	0	0	0	30	0	0	0	0	0	0	30	3	-
ZSDA-3-0277-s	Jak ludzie pamiętają przeszłość?	0	0	0	0	30	0	0	0	0	0	0	30	3	-
ZSDA-3-0278-s	PAR - Par+cipatory Ac+on Research	0	0	0	0	30	0	0	0	0	0	0	30	3	-
ZSDA-3-0281-s	Język –społeczeństwo – kultura	0	0	0	0	30	0	0	0	0	0	0	30	3	-
ZSDA-3-0282-s	The Imagination in Culture. From Symbols to Technology.	0	0	0	0	30	0	0	0	0	0	0	30	3	+
ZSDA-3-0284-s	Religia – sekularyzm i postsekularyzm	0	0	0	0	30	0	0	0	0	0	0	30	3	-
ZSDA-3-0286-s	Kultura wizualna i nowe media	0	0	0	0	30	0	0	0	0	0	0	30	3	-
ZSDA-3-0288-s	Expert systems	28	0	0	0	0	0	0	0	0	0	0	28	3	-
ZSDA-3-0291-s	The module has not been published by the person responsible for it. Reservoir Engineering	15	30	0	0	0	0	0	0	0	0	0	45	4	-
ZSDA-3-0292-s	Nondestructive testing and structural health monitoring of structures	8	0	0	0	0	16	0	0	0	0	0	24	3	-
ZSDA-3-0293-s	Advanced Drilling Technology	15	0	0	0	0	30	0	0	0	0	0	45	4	-
ZSDA-3-0294-s	Geothermal Energy	15	15	0	15	0	0	0	0	0	0	0	45	4	+
ZSDA-3-0295-s	Reservoir simulation and optimisation	15	15	0	15	0	0	0	0	0	0	0	45	4	-
ZSDA-3-0298-s	Autonomous Systems	30	0	0	0	0	0	0	0	0	0	0	30	5	-
ZSDA-3-0300-s	Vision systems and techniques	8	0	0	0	0	12	0	0	0	0	0	20	3	-
ZSDA-3-0302-s	Dynamic systems identification with signal analysis	10	0	15	5	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0305-s	Promocja wyników badań naukowych	0	0	0	0	0	15	0	0	0	0	0	15	3	-
Elective block: Education
ZSDA-3-0108-s	Education program	8	0	0	0	0	0	9	0	24	0	0	41	4	-
ZSDA-3-0120-s	Didactics of Physics	15	0	0	0	0	15	0	0	0	0	0	30	3	-
Elective block: Invited lectures
ZSDA-3-0156-s	Introduction to Dislocation Theory	15	15	0	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0163-s	Experiments on materials at extreme PT conditions	15	0	0	0	0	0	0	0	0	0	0	15	5	-
ZSDA-3-0211-s	Fundamentals of Fracture Mechanics	15	15	0	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0214-s	Technical Trends of the Modern Industry	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0219-s	Applied Hydrogeosciences: case studies	15	0	0	0	0	30	0	0	0	0	0	45	5	-
ZSDA-3-0262-s	Quantum Mechanics	30	30	0	0	0	0	0	0	0	0	0	60	5	+
ZSDA-3-0304-s	Symmetry Breaking of Discrete Structures	30	15	0	0	0	0	0	0	0	0	0	45	6	+
Elective block: Language modules
ZSDA-3-0183-s	Practical English Grammar for Scientists_I	0	0	0	0	0	15	0	0	0	0	0	15	2	-
ZSDA-3-0205-s	English for Academic Presentations_I	0	0	0	0	0	15	0	0	0	0	0	15	2	-
ZSDA-3-0240-s	English for Academic Puposes_I	0	0	0	0	0	45	0	0	0	0	0	45	3	-
ZSDA-3-0242-s	Writing Academic English_I	0	0	0	0	0	30	0	0	0	0	0	30	3	-
Elective block: Multidisciplinary
ZSDA-3-0003-s	Air Pollution	15	0	15	0	0	0	0	0	0	0	0	30	4	+
ZSDA-3-0004-s	Statistical Methods for Data Analysis and Systems Modeling	30	0	20	15	0	0	0	0	0	0	0	65	6	-
ZSDA-3-0005-s	Artificial intelligence in autonomous vehicles	15	0	0	15	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0006-s	Environmental risk modeling in energetics	10	0	0	20	0	0	0	0	0	0	0	30	4	+
ZSDA-3-0007-s	Environmental risk modeling in energetics	10	0	0	20	0	0	0	0	0	0	0	30	4	+
ZSDA-3-0010-s	Modern biotechnology methods	30	0	0	0	0	15	0	0	0	0	0	45	4	-
ZSDA-3-0012-s	Antioxidants: preventive and healthcare applications	20	0	0	0	0	15	0	0	0	0	0	35	3	-
ZSDA-3-0013-s	Glass and glass-ceramics - functional materials	30	0	0	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0015-s	Conservation science for heritage protection	30	0	15	0	0	0	0	0	0	0	0	45	4	-
ZSDA-3-0016-s	Project management	15	0	0	15	0	0	0	0	0	0	0	30	4	-
ZSDA-3-0017-s	Real-time computing	15	0	0	15	0	0	0	0	0	0	0	30	4	-
ZSDA-3-0018-s	Numerical modeling of heat transfer	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0021-s	Environmental Life Cycle Assessment of products and processes	15	0	0	30	0	0	0	0	0	0	0	45	5	+
ZSDA-3-0023-s	Strategy of research papers preparation and revision for high impact factor ISI List journals	14	0	14	0	0	0	0	0	0	0	0	28	3	-
ZSDA-3-0024-s	Sustainable development and circular economy	15	0	0	30	0	0	0	0	0	0	0	45	5	+
ZSDA-3-0025-s	Trace analysis	14	0	9	0	0	3	0	0	0	0	0	26	3	-
ZSDA-3-0026-s	Hands-on introduction to biomedical data analysis in Python	30	0	30	0	0	15	0	0	0	0	0	75	5	-
ZSDA-3-0027-s	Systems Identification	15	0	0	0	15	0	0	0	0	0	0	30	2	-
ZSDA-3-0040-s	Advanced statistical modelling and data analysis	9	0	0	0	0	9	0	0	0	0	0	18	3	-
ZSDA-3-0041-s	Effective algorithms of inverse analysis. Is it possible to beat Holmes at his own game?	30	0	0	0	0	15	0	0	0	0	0	45	4	-
ZSDA-3-0042-s	Modern tools in biophysics	24	6	0	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0046-s	Contemporary issues of electromagnetism in engineering	20	0	0	0	0	15	0	0	0	0	0	35	3	-
ZSDA-3-0049-s	Multivariate data analysis	10	0	20	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0052-s	Medical applications of Internet of Things	6	0	0	0	0	18	0	0	0	0	0	24	3	-
ZSDA-3-0053-s	Intelligent embedded systems	6	0	0	0	0	18	0	0	0	0	0	24	3	-
ZSDA-3-0054-s	Materials for photochemistry	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0057-s	Thermal issues in electronics	20	0	0	0	0	0	0	0	0	0	0	20	3	-
ZSDA-3-0059-s	Materials and Technology News	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0060-s	Medical Diagnostics	0	0	0	0	0	20	0	0	0	0	0	20	2	-
ZSDA-3-0062-s	Advanced ceramic biomaterials	8	0	0	0	0	12	0	0	0	0	0	20	3	-
ZSDA-3-0065-s	Mathematical modeling of processes and phenomena	0	0	0	0	0	30	0	0	0	0	0	30	1	-
ZSDA-3-0066-s	Advanced problems in mathematics and mathematical statistics	15	15	0	0	0	0	0	0	0	0	0	30	2	-
ZSDA-3-0067-s	Polish contribution in natural sciences, engineering and technology	0	0	0	0	0	30	0	0	0	0	0	30	1	-
ZSDA-3-0068-s	Tissue engineering for artificial organs	8	0	0	0	0	12	0	0	0	0	0	20	3	-
ZSDA-3-0069-s	Nanoparticles and their nanocomposites - preparation, properties and applications in technology and medicine	8	0	0	0	0	12	0	0	0	0	0	20	3	-
ZSDA-3-0070-s	Porous materials and separation techniques	10	0	0	10	0	0	0	0	0	0	0	20	3	-
ZSDA-3-0073-s	Advanced Solid State Electrochemistry	15	0	0	0	0	15	0	0	0	0	0	30	3	-
ZSDA-3-0074-s	Current biology	15	0	0	0	0	0	0	0	0	0	0	15	1	-
ZSDA-3-0076-s	Automatic support for civil engineering and transport works	15	15	0	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0077-s	Advanced Methods of Electron Microscopy	30	30	0	0	0	0	0	0	0	0	0	60	6	+
ZSDA-3-0078-s	Selected Problems in Nanoscience and Nanotechnology	15	30	0	0	0	0	0	0	0	0	0	45	4	-
ZSDA-3-0088-s	Noninvasive diagnostics methods in medicine	20	0	10	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0095-s	Advanced metallic biomaterials	10	0	0	0	0	10	0	0	0	0	0	20	3	-
ZSDA-3-0096-s	Fractional calculus and its applications in technical sciences	0	0	0	0	30	0	0	0	0	0	0	30	3	-
ZSDA-3-0097-s	Modern analytical techniques in biosciences	10	0	10	0	0	0	0	0	0	0	0	20	2	-
ZSDA-3-0098-s	Green energy	24	12	0	0	0	0	0	0	0	0	0	36	4	-
ZSDA-3-0099-s	Modern Biophysics	20	15	0	0	0	10	0	0	0	0	0	45	5	-
ZSDA-3-0100-s	Transport System Telematics	15	0	0	15	0	15	0	0	0	0	0	45	3	-
ZSDA-3-0101-s	Fuel cells	8	8	0	0	0	0	0	0	0	0	0	16	2	-
ZSDA-3-0102-s	Hardware Acceleration of Artificial Intelligence Algorithms	14	0	0	8	8	0	0	0	0	0	0	30	3	-
ZSDA-3-0105-s	The art of scientific writing for interdisciplinary journals.	0	0	0	0	0	0	0	0	15	0	0	15	1	-
ZSDA-3-0111-s	Nanomedicine and personalised medicine	10	0	0	0	0	10	0	0	0	0	0	20	3	-
ZSDA-3-0112-s	In vitro testing of biomaterials	8	0	12	0	0	0	0	0	0	0	0	20	3	-
ZSDA-3-0113-s	Specialty polymeric materials	18	0	0	0	0	15	0	0	0	0	0	33	3	-
ZSDA-3-0115-s	Smart polymers	20	0	0	0	0	15	0	0	0	0	0	35	3	-
ZSDA-3-0116-s	Context-based processing of digital multimedia	0	0	0	0	0	15	0	0	0	0	0	15	1	-
ZSDA-3-0121-s	Computational Theory of Diffraction	15	0	0	15	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0123-s	Machine learning in image processing	0	0	10	0	0	14	0	0	0	0	0	24	2	-
ZSDA-3-0124-s	Essential Thinking. The Art of Creative Thinking for Problem Solving	0	0	0	0	0	0	0	0	30	0	0	30	3	-
ZSDA-3-0125-s	Advanced AI systems	5	0	0	0	0	10	0	0	0	0	0	15	3	-
ZSDA-3-0126-s	Corporate Social Responsibility	15	0	0	0	0	0	0	0	0	0	0	15	3	-
ZSDA-3-0127-s	Networks: Models and Computation	16	0	0	0	0	16	0	0	0	0	0	32	3	-
ZSDA-3-0128-s	Patenting and intellectual property protection in practice	4	0	0	0	0	6	0	0	0	0	0	10	3	-
ZSDA-3-0132-s	Modeling and visualization of spatial phenomena (in environmental and geological analyzes)	15	15	0	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0135-s	Cranes Engineering	15	0	0	15	0	15	0	0	0	0	0	45	3	-
ZSDA-3-0136-s	Mathematical modeling in diagnostics and medical therapy	8	0	0	0	0	18	0	0	0	0	0	26	3	-
ZSDA-3-0141-s	Management and communication in research and science	10	0	0	0	0	20	0	0	0	0	0	30	3	-
ZSDA-3-0142-s	Bioactive glasses: state of the art and future trends	10	0	0	0	0	10	0	0	0	0	0	20	3	-
ZSDA-3-0143-s	Medical physics 2	12	0	0	0	0	18	0	0	0	0	0	30	3	-
ZSDA-3-0144-s	Medical physics 1	12	0	0	0	0	10	0	0	0	0	0	22	2	-
ZSDA-3-0145-s	Applications of nuclear magnetic resonance in physics, chemistry, geophysics and biomedical sciences	30	0	15	0	0	0	0	0	0	0	0	45	4	-
ZSDA-3-0147-s	Earth System	15	0	0	15	0	15	0	0	0	0	0	45	4	-
ZSDA-3-0161-s	Python for scientific research	0	0	30	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0162-s	Fundamentals of solid state chemistry	10	0	0	0	0	10	0	0	0	0	0	20	3	-
ZSDA-3-0165-s	Advanced methods and tools of Lean Management	15	15	0	0	0	0	0	0	0	0	0	30	4	+
ZSDA-3-0166-s	Logic Programming and Constraint Programming	0	0	0	0	0	0	0	0	30	0	0	30	3	-
ZSDA-3-0175-s	Catalysis and catalytic processes for the production of liquid fuels	30	0	0	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0185-s	Microtechnologies for Energy	15	0	30	0	0	0	0	0	0	0	0	45	5	+
ZSDA-3-0190-s	STRUCTURAL GRAPH THEORY	30	30	0	0	0	0	0	0	0	0	0	60	6	+
ZSDA-3-0200-s	Epistemologia, metody naukowego postrzegania	28	0	0	0	0	14	0	0	0	0	0	42	4	-
ZSDA-3-0202-s	Measurements of fizykochemical quantities	15	0	30	0	0	0	0	0	0	0	0	45	5	+
ZSDA-3-0203-s	Theory of Steelmaking Processes	15	0	0	0	0	15	0	0	0	0	0	30	3	+
ZSDA-3-0209-s	Recent achievements of biomaterials science	10	0	0	0	0	10	0	0	0	0	0	20	3	-
ZSDA-3-0212-s	Degradation processes of metallic implants	20	0	0	0	0	0	0	0	0	0	0	20	2	-
ZSDA-3-0213-s	Automation of transport systems and devices	15	0	0	15	0	15	0	0	0	0	0	45	3	-
ZSDA-3-0215-s	Operation Research in Engineering	15	0	0	15	0	15	0	0	0	0	0	45	3	-
ZSDA-3-0216-s	Transport Engineering	15	0	0	15	0	15	0	0	0	0	0	45	3	-
ZSDA-3-0217-s	Maintenance Engineering	15	0	0	15	0	15	0	0	0	0	0	45	3	-
ZSDA-3-0218-s	Safety and Reliability in Transportation	15	0	0	15	0	15	0	0	0	0	0	45	3	-
ZSDA-3-0223-s	New anticorrosion protection of metallic construction	20	0	0	0	0	0	0	0	0	0	0	20	2	+
ZSDA-3-0226-s	Innovative Fe-C casting alloys included in the Hi-Technology group	30	0	0	0	0	10	0	0	0	0	0	40	6	-
ZSDA-3-0228-s	Biocybernetics	5	0	0	0	0	10	0	0	0	0	0	15	3	-
ZSDA-3-0243-s	Technology of functional thin layer systems	10	0	0	0	0	20	0	0	0	0	0	30	3	-
ZSDA-3-0245-s	Effective algorithms of inverse analysis. Is it possible to beat Holmes at his own game?	30	0	0	0	0	15	0	0	0	0	0	45	4	-
ZSDA-3-0246-s	Advanced methods and tools of quality management and metrology	15	15	0	0	0	0	0	0	0	0	0	30	4	+
ZSDA-3-0247-s	Optical fibres and photonics waveguide structures	0	0	0	0	0	20	0	0	0	0	0	20	3	-
ZSDA-3-0253-s	Surface engineering and mechanics	30	0	0	0	0	0	0	0	0	0	0	30	3	+
ZSDA-3-0256-s	Mechanics of solid polymers – from experimental characterization techniques to computational modeling	30	15	45	0	0	0	0	0	0	0	0	90	7	-
ZSDA-3-0271-s	Human Capital Management	0	0	0	0	20	0	0	0	0	0	0	20	3	-
ZSDA-3-0274-s	Economics	0	0	0	0	30	0	0	0	0	0	0	30	3	+
ZSDA-3-0301-s	Art of Modeling in Mixed-Integer Programming	15	0	15	0	0	0	0	0	0	0	0	30	3	-
ZSDA-3-0303-s	Reservoir Engineering	15	0	0	0	0	15	0	0	0	0	0	30	3	-

Module codes explanation

Zestawienie łączne godzin zajęć oraz punktów ECTS

Module code: XYY-a-bcc-Z - explanation of the signs

Faculty code (X):

Field of study code (YY):

Study level (a):

Semester No. (b)

Module number (cc)

Type of study (Z):

Explanation of abbreviations used in study plan

Module forms of classes:

Methods of module verification:

List of persons responsible for this study plan:


Łączna liczba godzin zajęć	9346