Researchers



Results 21-40 of 92
Issue DateTitleAuthor(s)TypeМp-cat.
2023Learning domain invariant representations of heterogeneous image dataObrenovic, Mihailo M; Lampert, Thomas; Ivanovic, Milos R  ; Gancarski, PierreArticle
21M21
2023Neuronske mreže podržane fizičkim zakonima - PraktikumIvanović, Miloš  Text book
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2023Identifying optimal architectures of physics-informed neural networks by evolutionary strategyKaplarević-Mališić, Ana  ; Andrijevic, Branka; Bojovic, Filip; Nikolić, Srđan; Krstic, Lazar  ; Stojanović, Boban  ; Ivanović, Miloš  Article
21aM21a
2023Comparison of data-driven and physics-informed neural networks for surrogate modelling of the huxley muscle modelMilicevic, Bogdan  ; Ivanovic, Milos  ; Stojanovic, Boban  ; Milosevic, Miljan  ; Simic, Vladimir  ; Kojic, Milos ; Filipovic, Nenad  Conference Paper
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2023SGABU computational platform for multiscale modeling: Bridging the gap between education and researchGeroski, Tijana  ; Gkaintes, Orestis; Vulović, Aleksandra  ; Ukaj, Niketa; Barrasa Fano, Jorge; Perez-Boerema, Fernando; Milicevic, Bogdan  ; Atanasijevic A.; Živković, Jelena; Živić, Andreja  ;
Roumpi, Maria; Exarchos, Themis; Christian, Hellmich; Scheiner, Stefan; Van Oosterwyck, Hans; Jakovljevic, Professor Djordje; Ivanović, Miloš  ; Filipovic, Nenad  ;
Article
21aM21a
2023Data-driven and Physics-informed Muscle Model Surrogates for Cardiac Cycle SimulationsMilicevic, Bogdan  ; Ivanovic, Milos  ; Stojanovic, Boban  ; Milosevic, Miljan  ; Simic, Vladimir  ; Kojic, Milos ; Filipovic, Nenad  Conference Paper
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2023A Comparative Study of the Explicit Finite Difference Method and Physics-Informed Neural Networks for Solving the Burgers’ EquationSavovic, Svetislav  ; Ivanović, Miloš  ; Min, RuiArticle
21M21
2023SGABU Computational Platform as a Tool for Improved Education and Research in Multiscale ModellingGeroski, Tijana  ; Živković, Jelena; Christian Hellmich; Hans Van Oosterwyck; Jakovljević, Đorđe; Ivanović, Miloš  ; Filipović, Nenad  Conference Paper
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2023OVERVIEW OF PHYSICS-INFORMED NEURAL NETWORKS APPLICATIONSFilipović, Nenad  ; Stojanović, Boban  ; Ivanović, Miloš  ; Milićević, Bogdan  Article
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2023Integration Of Physics-Informed Muscle Surrogate Model Into Finite Element SolverMilicevic, Bogdan  ; Ivanovic, Milos  ; Stojanovic, Boban  ; Milosevic, Miljan  ; Simic, Vladimir  ; Kojic, Milos ; Jakovljevic, Đorđe; Filipovic, Nenad  Conference Paper
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2022In Silico Clinical Trials for Cardiovascular DiseaseFilipovic, Nenad  ; Saveljic, Igor  ; Sustersic, Tijana  ; Milosevic, Miljan  ; Milicevic, Bogdan  ; Simic, Vladimir  ; Ivanović, Miloš  ; Kojic, Milos Article
22M22
2022Efficient evolutionary optimization using predictive auto-scaling in containerized environmentIvanović, Miloš  ; Simic, Visnja  Article
21aM21a
2022Smoothed particle hydrodynamics for blood flow analysis: development of particle lifecycle algorithmTopalović, Marko  ; Nikolić, Aleksandar  ; Milovanović, Vladimir  ; Vulovic, Snezana  ; Ivanovic, Milos  Article
21M21
2022Huxley muscle model surrogates for high-speed multi-scale simulations of cardiac contractionMilicevic B.  ; Ivanović, Miloš  ; Stojanović, Boban  ; Milosevic, Miljan  ; Kojić M.; Filipovic, Nenad  Article
21aM21a
2022Solving the huxley equation for isometric muscle contraction using physics-informed neural networkMilicevic, Bogdan  ; Ivanovic, Milos  ; Stojanovic, Boban  ; Filipovic, Nenad  Conference Paper
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2022Physics informed neural networks for 1D flood routingBojović, Filip  ; Milašinović, Miloš  ; Jovanović, Branka  ; Krstić, Lazar  ; Stojanović, Boban  ; Ivanović, Miloš  ; Prodanović, Dušan ; Jaćimović, Nenad  ; Milivojević, Nikola  Conference Paper
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2022SGABU Platform – Integrated Platform for Biomedical Datasets and Multiscale ModelsSustersic, Tijana  ; Marković, Jelena; Atanasijević, Aleksandar; Živić, Andreja  ; Ivanović, Miloš  ; Filipovic, Nenad  Article
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2022Development of SGABU Platform for Multiscale ModelingAtanasijevic Aleksandar; Živić, Andreja  ; Sustersic, Tijana  ; Ivanović, Miloš  ; Filipovic, Nenad  Article
23M23
2022Integration of Surrogate Huxley Muscle Model into Finite Element Solver for Simulation of the Cardiac CycleMilicevic, Bogdan  ; Simic, Vladimir  ; Milosevic, Miljan  ; Ivanović, Miloš  ; Stojanović, Boban  ; Kojić M.; Filipovic, Nenad  Conference Paper
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2021Huxley surrogate model for twitch muscle contractionMilićević, Bogdan  ; Ivanović, Miloš  ; Stojanović, Boban  ; Filipović, Nenad  Conference Paper
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