Milos R. Ivanovic

27 papers C 4Journal 20Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Improved Physics-Informed Neural Network Approach for Solving the FitzHugh-Nagumo Equation.
Comput.
Milos R. Ivanovic, Matija Savovic, Svetislav Savovic
2024 J jnl
Numerical Solution of the Sine-Gordon Equation by Novel Physics-Informed Neural Networks and Two Different Finite Difference Methods.
Axioms
Svetislav Savovic, Milos R. Ivanovic, Branko Drljaca, Ana Simovic
2024 J jnl
SGABU computational platform for multiscale modeling: Bridging the gap between education and research.
Comput. Methods Programs Biomed.
Tijana Geroski, Orestis Gkaintes, Aleksandra Vulovic, Niketa Ukaj, Jorge Barrasa-Fano, Fernando Perez-Boerema, Bogdan Milicevic, Aleksandar Atanasijevic, Jelena Zivkovic, Andreja Zivic, Maria Roumpi, Themis P. Exarchos, Christian Hellmich, Stefan Scheiner, Hans Van Oosterwyck, Djordje G. Jakovljevic, Milos R. Ivanovic, Nenad Filipovic
2023 J jnl
A Comparative Study of the Explicit Finite Difference Method and Physics-Informed Neural Networks for Solving the Burgers' Equation.
Axioms
Svetislav Savovic, Milos R. Ivanovic, Rui Min
2023 — conf
Constrained-HIDA: Heterogeneous Image Domain Adaptation Guided by Constraints.
ECML/PKDD (5)
Mihailo Obrenovic, Thomas Andrew Lampert, Milos R. Ivanovic, Pierre Gançarski
2023 J jnl
Identifying optimal architectures of physics-informed neural networks by evolutionary strategy.
Appl. Soft Comput.
Ana M. Kaplarevic-Malisic, Branka Andrijevic, Filip Bojovic, Srdan Nikolic, Lazar Krstic, Boban S. Stojanovic, Milos R. Ivanovic
2023 J jnl
Learning domain invariant representations of heterogeneous image data.
Mach. Learn.
Mihailo Obrenovic, Thomas Andrew Lampert, Milos R. Ivanovic, Pierre Gançarski
2023 C conf
Optimization of Physics-Informed Neural Networks for Efficient Surrogate Modeling of Huxley's Muscle Model in Multi-Scale Finite Element Simulations.
BIBE
Bogdan Milicevic, Milos R. Ivanovic, Boban S. Stojanovic, Miljan Milosevic, Vladimir M. Milovanovic, Milos Kojic, Nenad Filipovic
2022 J jnl
Efficient evolutionary optimization using predictive auto-scaling in containerized environment.
Appl. Soft Comput.
Milos R. Ivanovic, Visnja Simic
2022 J jnl
Huxley muscle model surrogates for high-speed multi-scale simulations of cardiac contraction.
Comput. Biol. Medicine
Bogdan Milicevic, Milos R. Ivanovic, Boban S. Stojanovic, Miljan Milosevic, Milos Kojic, Nenad Filipovic
2022 — conf
Integration of Surrogate Huxley Muscle Model into Finite Element Solver for Simulation of the Cardiac Cycle.
EMBC
Bogdan Milicevic, Vladimir Simic, Miljan Milosevic, Milos R. Ivanovic, Boban S. Stojanovic, Milos Kojic, Nenad Filipovic
2021 C conf
In-silico Research Platform in the Cloud - Performance and Scalability Analysis.
BIBE
Milos R. Ivanovic, Andreja Zivic, Nikolaos S. Tachos, George Gkois, Nenad Filipovic, Dimitrios I. Fotiadis
2021 — conf
SS-HIDA: Semi-Supervised Heterogeneous Image Domain Adaptation.
MACLEAN@PKDD/ECML
Mihailo Obrenovic, Thomas Andrew Lampert, François Monde-Kossi, Milos R. Ivanovic, Pierre Gançarski
2020 J jnl
Optimizing parallel particle tracking in Brownian motion using machine learning.
Int. J. High Perform. Comput. Appl.
Srdan Nikolic, Nenad Stevanovic, Milos R. Ivanovic
2019 J jnl
Machine learned domain decomposition scheme applied to parallel multi-scale muscle simulation.
Int. J. High Perform. Comput. Appl.
Milos R. Ivanovic, Ana M. Kaplarevic-Malisic, Boban S. Stojanovic, Marina R. Svicevic, Srboljub M. Mijailovich
2019 J jnl
Optimizing the performance of optimization in the cloud environment-An intelligent auto-scaling approach.
Future Gener. Comput. Syst.
Visnja Simic, Boban S. Stojanovic, Milos R. Ivanovic
2017 J jnl
Market risk management in a post-Basel II regulatory environment.
Eur. J. Oper. Res.
Mikica Drenovak, Vladimir Rankovic, Milos R. Ivanovic, Branko Urosevic, Ranko Jelic
2016 J jnl
A computer program TRACK_P for studying proton tracks in PADC detectors.
SoftwareX
Dragoslav Nikezic, Milos R. Ivanovic, K. N. Yu
2016 J jnl
Distributed multi-scale muscle simulation in a hybrid MPI-CUDA computational environment.
Simul.
Milos R. Ivanovic, Boban S. Stojanovic, Ana M. Kaplarevic-Malisic, Richard J. Gilbert, Srboljub M. Mijailovich
2016 J jnl
IMI Python: Upgraded CS Circles web-based Python course.
Comput. Appl. Eng. Educ.
Marija Djokic-Petrovic, David Pritchard, Milos R. Ivanovic, Vladimir M. Cvjetkovic
2015 C conf
Coupling finite element and huxley models in multiscale muscle modeling.
BIBE
Boban S. Stojanovic, Marina R. Svicevic, Ana M. Kaplarevic-Malisic, Milos R. Ivanovic, Djordje M. Nedic, Nenad D. Filipovic, Srboljub M. Mijailovich
2015 J jnl
Elastic grid resource provisioning with WoBinGO: A parallel framework for genetic algorithm based optimization.
Future Gener. Comput. Syst.
Milos R. Ivanovic, Visnja Simic, Boban S. Stojanovic, Ana M. Kaplarevic-Malisic, Branko Marovic
2015 C conf
Employing phenomenological model in load-balancing optimization of parallel multi-scale muscle simulations.
BIBE
Ana M. Kaplarevic-Malisic, Milos R. Ivanovic, Boban S. Stojanovic, Marina R. Svicevic, Darko B. Antonijevic
2013 J jnl
Adaptive system for dam behavior modeling based on linear regression and genetic algorithms.
Adv. Eng. Softw.
Boban S. Stojanovic, Milovan Milivojevic, Milos R. Ivanovic, Nikola Milivojevic, Dejan Divac
2012 J jnl
Computer search for trees with minimal ABC index.
Appl. Math. Comput.
Boris Furtula, Ivan Gutman, Milos R. Ivanovic, Damir Vukicevic
2011 J jnl
Computer program Neutron_CR-39 for simulation of neutrons from an Am-Be source and calculation of proton track profiles.
Comput. Phys. Commun.
Biljana Milenkovic, Nenad Stevanovic, Dragoslav Nikezic, Milos R. Ivanovic
2011 J jnl
Hemodynamic Flow Modeling Through an Abdominal Aorta Aneurysm Using Data Mining Tools.
IEEE Trans. Inf. Technol. Biomed.
Nenad Filipovic, Milos R. Ivanovic, Damjan Krstajic, Milos Kojic