doc. dr. sc. Andrej Novak

Nastava

integrirani prijediplomski i diplomski

• Fizikalna i računarska neuroznanost (217579) - Nositelj, Auditorne vježbe
• Osnove programiranja (36384) - Nositelj
• Osnove programiranja (36385) - Nositelj
• Uvod u računarstvo (38077) - Nositelj
• Diplomski rad (111496) - Auditorne vježbe

Izabrane publikacije

1. D. Mitrovic, and A. Novak, Navigating the Complex Landscape of Shock Filter Cahn–Hilliard Equation: From Regularized to Entropy Solutions, Archive for Rational Mechanics and Analysis 248.6 (2024): 105.
2. A. Novak, A Nonlinear Optimal Control Problem with an Application to Optimal Dosing of Cytotoxic Drugs, Chaos, Solitons and Fractals (2023).
3. M. Pavlov, D. Barić, A. Novak, Š. Manola, I. Jurin, From statistical inference to machine learning: a paradigm shift in contemporary cardiovascular pharmacotherapy, British Journal of Clinical Pharmacology. 2023 Oct 16.
4. A. Novak and N. Reinić, Shock filter as the classifier for image inpainting problem using the Cahn-Hilliard equation, Computers and Mathematics with Applications, https://doi.org/10.1016/j.camwa.2022.07.021 (2022).
5. J. Djordjevic, S. Konjik, D. Mitrović, A. Novak, Global Controllability for Quasilinear Non-negative Definite System of ODEs and SDEs, Journal of Optimization Theory and Applications (2021).
6. A. L. Brkić, D. Mitrović, and A. Novak, On the image inpainting problem from the viewpoint of a nonlocal Cahn-Hilliard type equation, Journal of Advanced Research (2020).
7. D. Mitrović, A. Novak, T. Uzunović, Averaged Control for Fractional ODEs and Fractional Diffusion Equations, Journal of Function Spaces, (2018).
8. D. Mitrović, A. Novak, Transport-collapse scheme for heterogeneous scalar conservation laws, Journal of Hyperbolic Differential Equations (2018), 119-132.
9. D. Mitrović, A. Novak, Transport-collapse scheme for scalar conservation laws -- initial and boundary value problems, Communications in Mathematical Sciences, Vol 15. (2017).
10. A. Novak, J. Šušić, On a Regularity of Biharmonic Approximations to a Nonlinear Degenerate Elliptic PDE, Filomat 31.7 (2017).
11. M. Marohnić, D. Mitrović, A. Novak, On a front evolution in porous media with a source -- analysis and numerics, Bull Braz Math Soc, New Series 47(2), 521-532, (2016).
12. D. Mitrović, M. Mišur, A. Novak, On the Dirichlet-Neumann boundary problem for scalar conservation laws, Mathematical Modelling and Analysis Volume 21, 2016, 685-698.
13. D. Mitrović, A. Novak, Two phase nonturbulent flow with applications, Mathematical Problems in Engineering, Volume 2015 (2015), Article ID 439704.

Izabrani projekti

• 2019. –  Suradnik na projektu "Vanishing capillarity on smooth manifolds", FWF Austrija, PI: D. Mitrović.
• 2019. –  Suradnik na projektu "Applied mathematical analysis tools for modeling of biophysical phenomena", bilateral project Croatia – Serbia, PI: D. Horvatić/S. Konjik.
• 2018. –  Suradnik na projektu "Microlocal defect tools in partial differential equations"; HRZZ, PI: N. Antonić;
• 2015 – 2016. Suradnik na projektu "Multiscale methods and calculus of variations"; bilateral project Croatia – Montenegro, MZOS/MPCG; PI: N. Antonić / D. Kalaj;
• 1.1.2015. – 31.8.2015. Suradnik na projektu "Algorithms for genome sequence analysis"; HRZZ, PI: M. Šikić;
• 2013 – 2014. Suradnik na projektu "Transport in very heterogeneous media", bilateral project Croatia – Montenegro, MZOS/MPCG; PI: M. Lazar / D. Mitrović.

Hobiji i osobni interesi

Thesis & Dissertation

• Doctoral dissertation: "Mathematical models of flow in porous and mixed media" University of Zagreb, Faculty of Science (2017),  supervisors: Prof.dr.sc. Darko Mitrović, prof.dr. Sc. Mladen Jurak.
• Graduate thesis: "Mathematical model of piano string", University of Zagreb, Faculty of Science (2011). supervisor: prof. dr. sc. Eduard Marusic-Paloka;

Academic and professional interest

Most of my current scientific interests and activities are in the field of natural sciences, mathematics, a) applied mathematics and mathematical modeling, b) numerical mathematics, which includes the modeling of physical phenomena, development and analysis of the models that describe them, together with the algorithmic strategies (i.e. solutions). Previous research by content can be categorized into three thematic units:

(1) Partial Differential Equations and Mathematical Modeling;

(2) Numerical solution of partial differential equations;

(3) Algorithms for data analysis (signal and digital images) and their applications in bioinformatics and biomedicine.

Summer schools

• Advantages of the Fractional Models in Dealing with Real World Problems, Istanbul, Turska, 8.-12. October 2018.;
• School on Mathematical and Numerical Modelling for Wave Dynamics, Indonesia, ITB Bandung, 1.-10. June 2016.;
• UIMP, Frontiers of Mathematics and Applications, Santander, 20. - 24. July  2015.;
• DAAD, Linear Optimal Control of Dynamic Systems, Osijek, 23. - 30. September  2013.;
• DAAD, Microlocal Analysis, Wave Fronts and Propagation of Singularities, Novi Sad, 16. - 22. September 2013.;
• DAAD, Robotics and Mathematics, Ohrid, 12. - 18. August 2012.;
• DAAD, Numerical optimization and Applications, Novi Sad, 28. - 2. June 2012.;
• DAAD, Measure theoretic tools in partial differential equations . H-measures and compensated compactness, St.Stefan, 4. - 11. October 2009.

Teaching

Lecturer in charge (2020-current): Introduction to Computer Science, Programming in C, Data structures and algorithms, Computational neuroscience (please send me an email if you are interested in this subject).

Lecturer in charge (2017&2018): Introduction to Computing, Programming in C, Data structures and algorithms, Text and spreadsheet processing, Methods of teaching informatics.

Recitation (2011-2017): Mathematical analysis 1, Mathematical analysis 2, Linear algebra, Numerical mathematics, Mathematics 3E, Mathematics 4, Applied Mathematics and Biometrics, Logic, sets and discrete mathematics.