Study programs

VU DOCTORAL STUDY PROGRAM INFORMATICS ENGINEERING (T 007)

Compulsory Subjects

Scientific areas	Course unit title	Number of credits	Semester	Lecturers
N 009, T 007	Research Methods in Informatics and Informatics Engineering	8	In the spring of the first study year	A. Lupeikienė S. Gudas V. Marcinkevičius I. Belovas
N 009, T 007	Fundamental methods of informatics and informatics engineering science	8	In the autumn of the second study year	J. Žilinskas R. Baronas A. Jakaitienė O. Kurasova L. Laibinis V. Marcinkevičius G. Tamulevičius

Alternative Optional Subjects

Scientific areas	Course unit title	Number of credits	Semester	Lecturers
T 007	Blockchain technologies	7	Spring	R. Paulavičius E. Filatovas S. Masteika
T 007	Big data analytics	7	Autumn	V. Medvedev J. Bernatavičienė G. Dzemyda
T 007	Speech signal processing	7	Autumn	G. Tamulevičius G. Korvel P. Treigys
T 007	Parallel and distributed computing	7	Spring	J. Žilinskas A. Lančinskas V. Medvedev
T 007	Machine learning	7	Autumn	V. Marcinkevičius L. Petkevičius V. Valaitis
T 007	Model-driven systems engineering	7	Spring	S. Gudas A. Lopata A. Lupeikienė
T 007	Natural language processing	7	Spring	V. Marcinkevičius G. Korvel G. Tamulevičius
T 007	Requirements engineering: methods and tools	7	Autumn	S. Gudas A. Lopata A. Lupeikienė
T 007	Systems analysis technologies of informatics engineering	7	Autumn	S. Gudas A. Lopata A. Lupeikienė
T 007	Digital signal processing	7	Spring	G. Tamulevičius G. Korvel P. Treigys
T 007	Decision making strategies	7	Autumn	G. Dzemyda O. Kurasova E. Filatovas
T 007	Technology enhanced learning	7	Autumn	V. Dagienė T. Jevsikova V. Dolgopolovas
T 007	Image analysis and processing	7	Spring	P. Treigys J. Bernatavičienė G. Tamulevičius
T 007	Knowledge-based information systems engineering	7	Spring	A. Lopata S. Gudas D. Dzemydienė

In all: 14

VU Doctoral Study Program Informatics (N 009)

Scientific areas	Course unit title	Number of credits	Semester	Lecturers
N 009, T 007	Research Methods in Informatics and Informatics Engineering	8	In the spring of the first study year	A. Lupeikienė S. Gudas V. Marcinkevičius I. Belovas
N 009, T 007	Fundamental methods of informatics and informatics engineering science	8	In the autumn of the second study year	J. Žilinskas R. Baronas A. Jakaitienė O. Kurasova L. Laibinis V. Marcinkevičius G. Tamulevičius

Alternative Optional Subjects

Scientific areas	Course unit title	Number of credits	Semester	Lecturers
N 009	Automated verification and validation methods	7	Spring	L. Laibinis R. Vaicekauskas H. Giedra
N 009	Multidimensional data visualization	7	Spring	G. Dzemyda O. Kurasova J. Žilinskas
N 009	Efficient algorithms	7	Autumn	A. Juozapavičius T. Meškauskas E. Manstavičius
N 009	Deep neural networks	7	Spring	P. Treigys O. Kurasova V. Medvedev
N 009	Applications of classical geometry in surface modeling	7	Autumn	S. Zubė R. Krasauskas K. Karčiauskas
N 009	Computer-aided modeling of curves and surfaces	7	Spring	K. Karčiauskas R. Krasauskas S. Zubė
N 009	Nonlinear statistical models for massive data analysis	7	Spring	A. Jakaitienė M. Radavičius O. Kurasova
N 009	Optimization methods and their applications	7	Autumn	J. Žilinskas A. Lančinskas R. Paulavičius
N 009	Process assessment and improvement models	7	Spring	R. Baronas S. Peldžius S. Ragaišis
N 009	Formal semantics and specification methods for software-based systems	7	Autumn	L. Laibinis R. Baronas K. Petrauskas
N 009	Computational intelligence in investing in securities	7	Autumn	A. Raudys V. Dičiūnas Š. Raudys
N 009	Numerical modeling	7	Spring	T. Meškauskas R. Baronas L. Bukauskas
N 009	Statistical modelling and stochastic programming	7	Autumn	I. Belovas M. Sabaliauskas J. Vaičiulytė
N 009	Modern database systems	7	Spring	R. Baronas S. Ragaišis L. Bukauskas
N 009	Network models and algorithms	7	Autumn	M. Bloznelis

In all: 15

VU Matematikos (N 001) doktorantūros studijų programa

The doctoral program in Mathematics is designed according to the planned research topics of doctoral students, as well as qualification training courses in this field of science. The purpose of the doctoral program is to train scientists, who would be capable of independently carrying out research and experimental development and solving scientific problems of Mathematics.

The study program consists of two blocks for subjects: compulsory block and elective block. The compulsory block consists of the subject for all the doctoral students and it reflects the main research topics for doctoral students, providing them with access to the general qualifications required for research. An elective block offers the subjects from which the rest of the program may be chosen and it is based on the research topics of Mathematics. With the approval of the PhD Committee, students can choose the subject in other fields of science.

Doctoral studies

VU DOCTORAL STUDY PROGRAM INFORMATICS ENGINEERING (T 007)

Compulsory Subjects

Alternative Optional Subjects

VU Doctoral Study Program Informatics (N 009)

Alternative Optional Subjects

VU Matematikos (N 001) doktorantūros studijų programa

All Subjects