Miloš Ivanović, Ph.D. - Publications

Book Chapters

  1. M. Kojic, N. Filipović, B. Stojanović i N. Kojić. Computer Modeling in Bioengineering, John Wiley and Sons. 2008.
  2. Marijana Despotović-Zrakić, Veljko Milutinović and Aleksandar Belić, Handbook of Research on High Performance and Cloud Computing in Scientific Research and Education, IGI Global, 2014.

Refereed Journals

  1. N. Filipovic, M. Ivanovic, M. Kojic, A comparative numerical study between dissipative particle dynamics (DPD) and smooth particle hydrodynamics (SPH) when applied to simple unsteady flows in microfluidics, Microfluidics and Nanofluidics, 2009, Volume 7, Number 2, 227-235, DOI: 10.1007/s10404-008-0379-0 (ISSN 1613-4982)
  2. N. Kojic, H. Austin, C. Euiheon, M. Ivanovic, N. Filipovic, M. Kojic, D. Tschumperlin, A 3-D Model of Ligand Transport in a Deforming Extracellular Space, BIOPHYSICAL JOURNAL, 2010, Volume 99, Number 11, 3517-3525 (ISSN 0006-3495)
  3. Filipovic Nenad D, Ivanovic Milos R, Krstajic Damjan,Kojic Milos R, Hemodynamic Flow Modeling Through an Abdominal Aorta Aneurysm Using Data Mining Tools, IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2011, Volume 15, Number 2, 189-194. (ISSN 1089-7771)
  4. Мilenkovic Biljana,Stevanovic Nenad,Nikezic Dragoslav R,Ivanovic Milos R, Computer program Neutron_CR-39 for simulation of neutrons from an Am-Be source and calculation of proton track profiles, COMPUTER PHYSICS COMMUNICATIONS, 2011, Volume 182, Number 7, 1536-1542. (ISSN 0010-4655)
  5. I. Gutman, B. Furtula, M. Ivanović, Notes on trees with minimal atom-bond connectivity index,  MATCH Communications in Mathematical and in Computer Chemistry 67 (2012) 467–482 (ISSN 0340-6253)
  6. B. Furtula, I. Gutman, M. Ivanović, D. Vukičević, Computer search for trees with minimal ABC index,  Applied Mathematics and Computation 219(2): 767-772 (2012) (ISSN 0096-3003)
  7. B. Stojanovic, M. Milivojevic, M. Ivanovic, N. Milivojevic, D. Divac. Adaptive System for Dam  Behavior Modeling Based on Linear Regression and Genetic Algorithms. Advances in Engineering Software 2013. DOI: 0.1016/j.advengsoft.2013.06.019 (ISSN 0965-9978)
  8. Milos Ivanovic,Visnja Simic, Boban Stojanovic, Ana Kaplarevic-Malisic, Branko Marovic, Elastic grid resource provisioning with WoBinGO: A parallel framework for genetic algorithm based optimization, Future Generation Computer Systems, Vol. 42, 44–54 (2015) (ISSN 0167-739X)
  9. M. Ivanovic, B. Stojanovic, A. Kaplarevic-Malisic, R. Gilbert, S. Mijailovich, Distributed multi-scale muscle simulation in a hybrid MPI-CUDA computational environment, SIMULATION: Transactions of The Society for Modeling and Simulation International 12/2015; DOI:10.1177/0037549715620299 (ISSN 0037-5497)
  10. M. Drenovak, V. Ranković, M. Ivanovic, B. Urošević, R. Jelic, Market Risk Management in a Post-Basel II Regulatory Environment Article in European Journal of Operational Research, 2016 DOI: 10.1016/j.ejor.2016.08.034 (ISSN 0377-2217)
  11. Djokic-Petrovic Marija, Pritchard David, Ivanovic Milos R, Cvjetkovic Vladimir M, IMI Python: Upgraded CS Circles Web-Based Python Course,  COMPUTER APPLICATIONS IN ENGINEERING EDUCATION, (2016), vol. 24 br. 3, p. 464-480. (ISSN 1061-3773)
  12. Lecca G,Petitdidier M,Hluchy L,Ivanovic Milos R,Kussul N,Ray N,Thieron V, Grid computing technology for hydrological applications, JOURNAL OF HYDROLOGY, 2011, Volume 403, Number 1-2, 186-199. (ISSN 0022-1694)
  13. Ranković A, Rancić N, Jovanovic M, Ivanović M, Gajović O, Lazić Z, Jakovljević M. Impact of imaging diagnostics on the budget - Are we spending too much?, Vojnosanitetski pregled. Military-medical and pharmaceutical review 70(7):709-11, July 2013. (ISSN 0042-8450)
  14. D. Milašinović, M. Ivanovic, H. Tengg-Kobligk, D. Böckler, N. Filipović, Software Tools for Generating CFD Simulation Models of Blood Flow from CT Images, and for Postprocessing, Journal of the Serbian Society for Computational Mechanics / Vol. 2 / No. 2, 2008 / pp. 51-58
  15. Nikezic, D. and Ivanovic, M. and Yu, K.N., A computer program TRACK_P for studying proton tracks in PADC detectors, SoftwareX, pp. 74-79, Vol. 5, 2016. (ISSN 2352-7110)
  16. Ivanovic, Milos, Marina Svicevic, and Svetislav Savovic. "Numerical solution of Stefan problem with variable space grid method based on mixed finite element/finite difference approach." International Journal of Numerical Methods for Heat & Fluid Flow 27.12 (2017): 2682-2695.
  17. Ivanović, M., Kaplarević-Mališić, A., Stojanović, B., Svičević, M., & Mijailovich, S. M. (2019). Machine learned domain decomposition scheme applied to parallel multi-scale muscle simulation. The International Journal of High Performance Computing Applications, 1094342019833151.
  18. Simic, V., Stojanovic, B., Ivanovic, M. (2019). Optimizing the performance of optimization in the cloud environment–An intelligent auto-scaling approach. Future Generation Computer Systems.
  19. Nikolić, Srđan, Nenad Stevanović, and Miloš Ivanović. "Optimizing parallel particle tracking in Brownian motion using machine learning." The International Journal of High Performance Computing Applications (2020): 1094342020936019.
  20. Stojadinovic Miroslav, Vukovic I., Ivanović Miloš, Stojadinovic M., Milovanovic Dragan, Pantic D., Jankovic Slobodan, Optimal threshold of the prostate health index in predicting aggressive prostate cancer using predefined cost–benefit ratios and prevalence, 2020, International Urology and Nephrology, 10.1007/s11255-019-02367-z (ISSN 03011623)
  21. Topalović Marko, Nikolić Aleksandar, Milovanović Vladimir, Vulovic Snezana, Ivanovic Milos, Smoothed particle hydrodynamics for blood flow analysis: development of particle lifecycle algorithm, 2022, Computational Particle Mechanics.
  22. Ivanovic, Milos, and Visnja Simic. "Efficient evolutionary optimization using predictive auto-scaling in containerized environment." Applied Soft Computing (2022): 109610.
  23. Milićević, B., Ivanović, M., Stojanović, B., Milošević, M., Kojić, M., Filipović, N. (2022). Huxley muscle model surrogates for high-speed multi-scale simulations of cardiac contraction. Computers in Biology and Medicine, 149, 105963.

Conference Proceedings

  1. Milos Ivanovic, Nenad Filipovic, Boban Stojanovic, Milos Kojic, Parallel Algorithms for Smoothed Particle Hydrodynamics and Dissipative Particle Dynamics, THIRD INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED, GRID AND CLOUD COMPUTING FOR ENGINEERING, Pécs, Hungary, 25-27 March 2013,Paper 42, ISSN/ISBN: 1759-3433.
  2. A. Kaplarevic­Malisic, M. Ivanovic, B. Stojanovic, M. Svicevic,  D. Antonijevic, Employing Phenomenological Model in Load­balancing Optimization of Parallel Multi­scale Muscle Simulations, 15 th  International Conference on Bioinformatics and Bioengineering, Nov 02­-04, 2015, Belgrade, Serbia
  3. Boban S. Stojanovic, Marina R. Svicevic, Ana M. Kaplarevic­Malisic, Milos R. Ivanovic, Djordje M. Nedic, Nenad D. Filipovic and Srboljub M. Mijailovich, Coupling Finite Element and Huxley Models in Multiscale Muscle Modeling, 15 th  International Conference on Bioinformatics and Bioengineering, Nov 02­04, 2015, Belgrade, Serbia
  4. Boban Stojanović, Miloš Ivanović, Višnja Simić, Filip Radovanović, Nikola Milivojević, Parameter Estimation Using HPC on the Cloud Based Optimization Service, 4th South-East European Conference on Computational Mechanics - SEECCM 2017, July 3rd-5th, 2017.
  5. Bogdan Milićević, Miloš Ivanović, Universal Service for Solving Systems of Linear Equations, 4th South-East European Conference on Computational Mechanics - SEECCM 2017, July 3rd-5th, 2017.
  6. Miloš Ivanović, Andreja Živić, Nikolaos Tachos, George Gois, Nenad Filipović, and Dimitrios Fotiadis, In-silico Research Platform in the Cloud - Performance and Scalability Analysis, The 21st IEEE International Conference on BioInformatics and BioEngineering, October 25-27, 2021, Kragujevac, Serbia
  7. Bojović, F., Milašinović, M., Jovanović, B., Krstić, L., Stojanović, B., Ivanović, M., ... & Milivojević, N. (2022). Physics informed neural networks for 1D flood routing. In 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI).
  8. B. Jovanović, M. Ivanović, B. Stojanović, F. Bojović, N. Andrijević, (2022). Modeling 2D Steady Flow through a Porous Medium with Free Surface Using Physics- Informed Neural Networks, In 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI).
  9. B. Milićević, M. Ivanović, B. Stojanović, N. Filipović, (2022). Solving the Huxley Equation for Isometric Muscle Contraction Using Physics-informed Neural Network, In 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI).
  10. B. Laković, N. Andrijević, L. Krstić, B. Jovanović, D. Stefanović, N. Bojović, M. Ivanović, B. Stojanović (2022). Energy Management Platform Based on Automated Machine Learning, In 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI).
  11. S. Nikolić, M. Ivanović, A. Kaplarević-Mališić (2022). Data-Driven Solution Of 1-D Stefan Problem, In 1st Serbian International Conference on Applied Artificial Intelligence (SICAAI).
  12. Šušteršič, T., Marković, J., Atanasijević, A., Živić, A., Ivanović, M., & Filipović, N. SGABU PLATFORM–INTEGRATED PLATFORM FOR BIOMEDICAL DATASETS AND MULTISCALE MODELS. CONTEMPORARY MATERIALS, 13(2).

 

6. 1000 Problems from Mathematical Primary School Competitions 1998- 2007, Mathematical Society of Serbia, Belgrade, 2007 (with Members of the Committee for Mathematical Primary School Competitions in Serbia).

5. M. Stanić, S. Dimitrijević, S. Simić and D. Bojović: Functional Analysis - A Collection of Problems, University of Kragujevac, Faculty of Science, Kragujevac, 2007.

4. D. Bojović, B. Popović and M. Stanić: Partial and Integral Equations - A Collection of Problems, University of Kragujevac, Faculty of Science, Kragujevac, 2006.

3. 1000 Problems from Mathematical Primary School Competitions 1996- 2005, Mathematical Society of Serbia, Belgrade, 2006 (with Members of the Committee for Mathematical Primary School Competitions in Serbia).

2. M. Stanić and N. Ikodinović: Number Theory - A Collection of Problems, The Institute for School Books and Teaching Aids, Belgrade, 2004.

1. 1000 Problems from Mathematical Primary School Competitions 1994- 2003, Mathematical Society of Serbia, Belgrade, 2003 (with Members of the Committee for Mathematical Primary School Competitions in Serbia).