Богдан Милићевић се бави рачунарским симулацијама, моделирањем, машинским учењем и рачунарством високих перформанси. У оквиру својих истраживања комбинује технике нумеричке анализе и машинског учења како би креирао рачунарски ефикасније симулације биофизичких система. Његова истраживања укључују сурогат моделирање, неуронске мреже подржане физичким законима, надгледано учење, учење подстицајем, метод коначних елемената и друге сличне методологије.

Bogdan Milićević specializes in computer simulations, modeling, machine learning, and high-performance computing. In his research, he combines techniques from numerical analysis and machine learning to create computationally efficient simulations of biophysical systems. His research includes surrogate modeling, physics-informed neural networks, supervised learning, reinforcement learning, the finite element method, and other similar methodologies.

⦁ Bogdan Milicevic, Milos Ivanovic, Boban Stojanovic, Miljan Milosevic, Milos Kojic, Nenad Filipovic, Huxley muscle model surrogates for high-speed multi-scale simulations of cardiac contraction, Computers in Biology and Medicine, 149(-), -, DOI: https://doi.org/10.1016/j.compbiomed.2022.105963, ISSN: 0010-4825, 2022.

⦁ Bogdan Milicevic, Miljan Milosevic, Vladimir Simic, Danijela Trifunovic, Goran Stankovic, Nenad Filipovic, Milos Kojic, Cardiac hypertrophy simulations using parametric and echocardiography-based left ventricle model with shell finite elements, Computers in Biology and Medicine, 157(-), -, DOI: https://doi.org/10.1016/j.compbiomed.2023.106742, ISSN: 0010-4825, 2023.

⦁ Miljan Milosevic, Vladimir Simic, Bogdan Milicevic, E.J. Koay, Mauro Ferrari, Arturas Ziemys, Milos Kojic, Correction function for accuracy improvement of the Composite Smeared Finite Element for diffusive transport in biological tissue systems, Computer Methods in Applied Mechanics and Engineering, 338(-), 97-116, DOI: https://doi.org/10.1016/j.cma.2018.04.012, ISSN: 0045-7825, 2018.

⦁ Miroslav Stojadinovic, Bogdan Milicevic, Jankovic Slobodan, Improved predictive performance of Prostate Biopsy Collaborative Group risk calculator when based on automated machine learning, Computers in Biology and Medicine, 138(-), -, DOI: https://doi.org/10.1016/j.compbiomed.2021.104903, ISSN: 0010-4825, 2021.

⦁ Bogdan Milicevic, Miljan Milosevic, Vladimir Simic, Andrej Preveden, Lazar Velicki, Dorde Jakovljevic, Zoran Bosnic, Matej Piculin, Bojan Zunkovic, Milos Kojic, Nenad Filipovic, Machine learning and physical based modeling for cardiac hypertrophy, Heliyon, 9(6), e16724, DOI: https://doi.org/10.1016/j.heliyon.2023.e16724, ISSN: 24058440, 2023.