Prof. Jarosław Wąs

AGH University of Krakow

Publications

Guest Editor

  1. Andrea Campagner, Oliver Urs Lenz, Shuyin Xia, Dominik Slezak, Jaroslaw Was, JingTao Yao: Rough Sets - International Joint Conference, IJCRS 2023, Krakow, Poland, October 5-8, 2023, Proceedings. Lecture Notes in Computer Science 14481, Springer 2023, ISBN 978-3-031-50958-2
  2. Samira El Yacoubi, Stefania Bandini, Giancarlo Mauri, Jarosław Wąs Cellular Automata , Journal of Natural Computing, 2018
  3. Paweł Topa, Jarosław Wąs New trends in complex collective systems J. Comput. Science, Volume 21, July 2017, Pages 395-396, https://doi.org/10.1016/j.jocs.2017.05.020
  4. Georgios Ch. Sirakoulis, Jarosław Wąs, Gabriel A. Wainer Discrete Modeling and Simulation . Computing in Science and Engineering 18(4): 8-10 (2016)
  5. Samira El Yacoubi, Jarosław Wąs, Stefania Bandini Cellular Automata - 12th International Conference on Cellular Automata for Research and Industry, ACRI 2016, Fez, Morocco, September 5-8, 2016. Proceedings Lecture Notes in Computer Science 9863, Springer 2016
  6. Jarosław Wąs, Georgios Ch. Sirakoulis Special issue on Simulation with Cellular Automata. Simulation 92(2): 99-100 (2016)
  7. Georgios Ch. Sirakoulis, Jarosław Wąs Editorial Note on Cellular Automata in Theoretical Computer Science. J. Cellular Automata 12(1-2): 1-5 (2016)
  8. Jarosław Wąs, Georgios Ch. Sirakoulis Cellular Automata Applications for Research and Industry. J. Comput. Science 11: 223-225 (2015)
  9. Sara Manzoni, Katsuhiro Nishinari, Andreas Schadschneider, Jarosław Wąs Application of Cellular Automata to Crowds and Traffic Dynamics J. Cellular Automata 11 (4): 271 -- 274 (2016)
  10. Jarosław Wąs, Georgios Ch. Sirakoulis, Stefania Bandini Cellular Automata - 11th International Conference on Cellular Automata for Research and Industry , ACRI 2014, Krakow, Poland, September 22-25, 2014. Proceedings Lecture Notes in Computer Science 8751, Springer (2014)
  11. Paweł Topa, Jarosław Wąs Complex collective systems. J. Comput. Science 5(5): 819-820 (2014)

Journals, Books Chapters

Selected publications since 2011

  1. Grzegorz Bazior, Jaroslaw Was, Dariusz Palka: Pedestrian dynamics model for high densities. Expert Syst. Appl. 272: 126775 (2025)
  2. Tomasz Hachaj, Jaroslaw Was: An insightful data-driven crowd simulation model based on rough sets. Inf. Sci. 692: 121670 (2025)
  3. Pawel Renc, Yugang Jia, Anthony E. Samir, Jaroslaw Was, Quanzheng Li, David W. Bates, Arkadiusz Sitek: Zero shot health trajectory prediction using transformer. npj Digit. Medicine 7(1) (2024)
  4. Ewa Adamiec, Jacek Dajda, Agnieszka Gruszecka-Kosowska,Edeltrauda Helios-Rybicka, Marek Kisiel-Dorohinicki, Radosław Klimek, Dariusz Pałka, Jarosław Wąs Using Medium-Cost Sensors to Estimate Air Quality in Remote Locations. Case Study of Niedzica, Southern Poland
  5. Adrian Kłusek, Paweł Topa, Jarosław Wąs, Robert LubaśAn implementation of the Social Distances Model using multi-GPU systems The International Journal of High Performance Computing Applications
  6. Giuseppe A. Trunfio, Paweł Topa, Jarosław Was A new algorithm for adapting the configuration of subcomponents in large-scale optimization with cooperative coevolution Information Sciences, vol. 372, s. 773-795, Elsevier 2016
  7. Robert Lubaś, Jarosław Was, Jakub Porzycki Cellular automata as the basis of effective and realistic agent-based models of crowd behavior Journal of Supercomputing 2016 vol. 72 iss. 6, s. 2170-2196, Springer 2016
  8. Tomasz Korecki, Dariusz Pałka, Jarosław Wąs Adaptation of Social Force Model for simulation of downhill skiing Journal of Computational Science, vol. 16, s. 29-42, Elsevier 2016
  9. Lubaś Robert, Porzycki Jakub, Jarosław Wąs, Mycek Marcin Validation and verification of CA-based pedestrian dynamics models Journal of Cellular Automata, 2016 vol. 11 iss. 4, s. 285-298, Old City Publishing 2016
  10. Wąs Jarosław, Mróz Hubert, Paweł Topa: GPGPU computing for microscopic simulations of crowd dynamics Computing and Informatics, Vol. 34(6):1418-1434 – December 2015
  11. Kułakowski Konrad, Grobler - Dębska Katarzyna, Wąs Jarosław Heuristic rating estimation - geometric approach Journal of Global Optimization 62(3): 529-543 (2015), Springer
  12. Wąs Jarosław, Lubaś Robert, Towards realistic and effective Agent-based models of crowd dynamics Neurocomputing, Elsevier, DOI: 10.1016/j.neucom.2014.04.057, December 2014 vol. 146, pp. 199-209
  13. Mróz Hubert, Wąs Jarosław, Discrete vs continuous approach in crowd dynamics modelling using GPU computing , Cybernetics and Systems, Volume 45, Issue 1, Taylor & Francis 2014, pages 25 - 38
  14. Wąs Jarosław, Lubaś Robert, Adapting Social Distances Model for Mass Evacuation Simulation Journal of Cellular Automata, Old City Publishing 2013, Vol. 8, Issue 5/6, pp. 395 - 405
  15. Wąs Jarosław, Kułakowski Krzysztof: Social Groups in Crowd Encyclopedia of Social Network Analysis and Mining 2014, pp 1784-1790, Reda Alhajj, Jon G. Rokne (Eds.), Date: 05 Oct 2014, DOI 10.1007/978-1-4614-6170-8_255, Springer New York 2014
  16. Gawroński Przemysław, Malarz Krzysztof, Krawczyk Małgorzata, Malinowski Janusz, Kupczak Arkadiusz, Sikora Wiesława, Kułakowski Krzysztof, Wąs Jarosław, Kantelhardt Jan: Strategies in crowd and crowd structure Acta Physica Polonica A 2013, vol. 123 no. 3 pp. 522 - 525
  17. Wąs Jarosław: Egress Modelling through Cellular Automata based Multi-Agent Systems. Transactions on Computational Collective Intelligence, Springer ; ISSN 2190-9288. - 2012 vol. 7 iss. 2 pp. 222 - 235.
  18. Mietła Agnieszka, Mycek Beata, Wanat Iwona, Wąs Jarosław, Zima Aneta: Computer Modelling of Pentoxifylline Release from a Cylinder-shaped Hydroxylapatite Carrier Bio-Algorithms and Med-Systems, De Gruyter 2012 vol. 8 no. 1 pp. 89 - 109.
  19. Wąs Jarosław, Lubaś Robert, Myśliwiec Wojciech: The role of Proxemics in Pedestrian Evacuation. Comparison of simulation and experiments Emergency Evacuation of People from Bulidings, Chapter in monography by E.Galea, V.Kholshevnikow, S.Schmidt, A.Stec, D.Samoshin, E.Kuligowski, J.Wolanin - Scientific Committe, www.BeSeCu.de, 2011
  20. Chmielarz Radosław, Wąs Jarosław: System for simulating tornado damages in forests Information systems architecture and technology : system analysis approach to the design, control and decision support / eds. Jerzy Swiatek, [et al.]. - Wrocław 2011. Library of Informatics
  21. Dudek-Dyduch Ewa, Wąs Jarosław, Dutkiewicz Lidia, Grobler - Dębska Katarzyna, Gudowski Bartłomiej: Numerical methods : selected issues Book. AGH University of Science and Technology, 2011. - 108 pages

International Conferences

Selected conferences

  1. Paulina Gacek, Dominika Bochenczyk, Maciej Krajewski, Bartosz Kruczek, Krzysztof Lazarz, Pawel Magnuszewski, Antoni Zieciak, Filip Kaminski, Jaroslaw Was: A Comparison of Selected Agent-Based Modelling Frameworks. PPAM (3) 2024: 276-288
  2. Tomasz Hachaj, Jaroslaw Was: What Is Inside Agent Brain: Application of Learning from Examples Using Rough Sets (LEM2) Rule Induction Algorithm to Explain Actions of Vision-Based Machine Learning Agents Trained with Proximal Policy Optimization. IJCRS (2) 2024: 30-44
  3. Jarosław Wąs, Artur Karp, Szymon Łukasik, Dariusz Pałka, Modeling of Fire Spread Including Different Heat Transfer Mechanisms Using Cellular Automata, Computational Science 2020
  4. Marek Szlachetka, Dariusz Borkowski, Jarosław Wąs Stationary environment models for Advanced Driver Assistance Systems, Signal Processing: Algorithms, Architectures, Arrangements, and Applications, 2020
  5. Lukasz Gosek, Fryderyk Muras, Przemyslaw Michalek, Jaroslaw Was Traffic Prediction Based on Modified Nagel-Schreckenberg Model. Case Study for Traffic in the City of Darmstadt, Parallel Processing and Applied Mathematics 2019
  6. Pawel Renc, Maciej Bielech, Tomasz Pecak, Piotr Morawiecki, Mateusz Paciorek, Wojciech Turek, Aleksander Byrski, Jaroslaw Was HPC Large-Scale Pedestrian Simulation Based on Proxemics Rules, Parallel Processing and Applied Mathematics 2019
  7. Michał Pikus, Jarosław Wąs The Application of Virtual Logic Models to Simulate Real Environment for Testing Advanced Driving-Assistance Systems, Conference: 2019 24th International Conference on Methods and Models in Automation and Robotics
  8. J Wyrobek, J Wąs, M Zachara, Simulation-Based Analysis of Wind Farms' Economic Viability, International Conference on Information Systems Architecture and Technology, Springer 2018
  9. Porzycki Jakub, Lubaś Robert, Mycek Marcin, Wąs Jarosław: Dynamic data-driven simulation of pedestrian movement with automatic validation. Traffic and granular flow ' 13, Jülich, Germany / eds. Mohcine Chraibi, [et al.]. Springer, cop. 2015 S. 129 - 136
  10. Lubaś Robert, Mycek Marcin, Porzycki Jakub, Wąs Jarosław: Verification and validation of evacuation models - methodology expansion proposition, Transportation Research Procedia ; ISSN 2352-1465. - 2014 vol. 2, s. 715 - 723. The conference on Pedestrian and Evacuation Dynamics 2014 (PED 2014) : 22-24 October 2014, Delft, The Netherlands / guest eds. Winnie Daamen, Dorine C. Duives, Serge P. Hoogendoorn
  11. Porzycki Jakub, Lubaś Robert, Mycek Marcin, Wąs Jarosław: Application of NIST technical note 1822 to CA crowd dynamics models verification and validation: Crowds and Cellular automata : 11th international conference on Cellular Automata for Research and Industry, ACRI 2014 : Krakow, Poland, September 22 - 25, 2014 : proceedings / eds. Jarosław Wąs, Georgios Ch. Sirakoulis, Stefania Bandini: Springer International Publishing LNCS 8751 S. 447 - 452
  12. Wąs Jarosław, LubaśRobert, Myśliwiec Wojciech,: Proxemics in discrete simulation of evacuation Cellular automata : 10th International Conference on Cellular automata for research and industry, ACRI 2012 : Santorini Island, Greece, September 24-27, 2012 : proceedings / eds. Georgios Ch. Sirakoulis, Stefania Bandini. Berlin ; Heidelberg : Springer-Verlag, cop. 2012 LNCS 7495 pp. 768 - 775
  13. Wąs Jarosław, Myśliwiec Wojciech, Lubaś Robert: Towards realistic modeling of crowd compressibility Pedestrian and Evacuation Dynamics : [PED 2010 : the fifth international conference : Gaithersburg Maryland, 8 - 10 March 2010, eds. Richard D. Peacock, Erica D. Kuligowski, Jason D. Averill. - New York, Springer, pp. 527 - 534
  14. Mietła Agnieszka, Wanat Iwona, Wąs Jarosław: The application of cellular automata to simulate drug release from heterogeneous systems Parallel Processing and Applied Mathematics : 9th international conference, PPAM 2011 : Torun, Poland, September 11-14, 2011 : revised selected papers / eds. Roman Wyrzykowski, [et al.]. - Berlin ; Heidelberg ; Springer-Verlag, cop. 2012. - LNCS 7204 - pp. 561 - 569
  15. Wąs Jarosław: Crowd dynamics modeling in the light of proxemic theories Artificial Intelligence and Soft Computing : 10th International Conference, ICAISC 2010 : Zakopane, Poland, eds. Leszek Rutkowski [et al.]. - Berlin ; Heidelberg : Springer-Verlag, Lecture Notes in Artificial Intelligence 2010
  16. Wąs Jarosław, Kułakowski Konrad: Agent-based approach in evacuation modeling Agent and Multi-agent Systems: Technologies and Applications : 4th KES international symposium : KES-AMSTA 2010 : Gdynia, Poland, eds. Piotr Jędrzejowicz Berlin ; Heidelberg : Springer-Verlag, 2010 Lecture Notes in Artificial Intelligence, pp. 325 - 330
  17. Kułakowski Konrad, Wąs Jarosław.: Two concurrent algorithms of discrete potential field construction . IC on Parallel Processing & Applied Mathematics 2009, Lecture Notes in Computer Science pp. 529 - 538
  18. Wąs Jarosław, Kułakowski K.: Multi-agent systems in pedestrian dynamics modeling Computational Collective Intelligence , Lecture Notes in Artificial Intelligence 2009
  19. Wąs Jarosław: Experiments on evacuation dynamics for different classes of situations, International Conference on Evacuation and Pedestrian Dynamics 2008, Wuppertal Springer-Verlag, pp. 225 - 232
  20. Wąs Jarosław: Multi-agent frame of Social Distances Model Proceedings of the 8th international conference on Cellular Automata for Reseach and Industry, Lecture Notes In Computer Science; Vol. 5191, pp. 567 - 570,
  21. Gudowski B., Wąs Jarosław: Some criteria of making decisions in pedestrian evacuation algorithms. 6th International Conference on Computer information systems and industrial management applications, IEEE Computer Intelligence Society, Los Alamitos, Washington, Tokyo 2006, Challenging Problems of Science. Computer Science p. 93 - 96
  22. Dudek - Dyduch E., Wąs Jarosław, Gudowski B.: The application of the idea of Extended Cellular Automata for some pedestrian behaviors. 9th European Conference Advances in Artificial Life, Lecture Notes in Artificial Intelligence, Springer-Verlag, Vol 4648 (2007) p. 996 - 1005
  23. Wąs Jarosław, Gudowski B., Matuszyk P.J.: Social Distances Model of Pedestrian Dynamics. International Conference of Cellular Automata in Research and Development 2006, Berlin - Heidelberg : Springer-Verlag , Lecture Notes in Computer Science Vol 4173 (2006) p. 492 - 501
  24. Wąs Jarosław, Gudowski B., Matuszyk P.J.: New Cellular Automata Model of Pedestrian Representation Incorporating Proxemics into People Dynamics. International Workshop Crowds and Cellular Automata 2006, Berlin-Heidelberg : Springer-Verlag , Lecture Notes in Computer Science Vol 4173 (2006) p. 724 - 727
  25. Wąs Jarosław, Gudowski B.: Cellular automata simulation of passengers behavior in municipal transport vehicles. International Conference Artificial Intelligence and Soft Computing, IEEE Computer Intelligence Society, 2006, Challenging Problems of Science. Computer Science p. 511 - 517
  26. Gudowski B., Wąs Jarosław: Modeling of people flow in public transport vehicles. Parallel Processing and Applied Mathematics 6th international conference, PPAM 2005 Berlin ; Heidelberg : Springer-Verlag, 2006 Lecture Notes in Computer Science Vol 3911 p. 333 - 339.
  27. Dudek - Dyduch E., Wąs Jarosław: Knowledge Representation of Pedestrian Dynamics in Crowd. Formalism of Cellular Automata. Proceedings of ICAISC, Lecture Notes in Artificial Intelligence, Springer-Verlag, Vol 4029 (2006) p. 1101 - 1110
  28. Wąs Jarosław, Gudowski B.: Simulation of strategical abilities in pedestrian movement using Cellular Automata, Proceedings of 24th Modelling Identification and Control Conference Innsbruck, IASTED Anaheim Calgary Zurich (2005) 549 - 553.
  29. Wąs Jarosław: Cellular automata model of pedestrian dynamics for normal and evacuation conditions, Proceedings of Intelligent Systems Design and Applications Conference Wroclaw, IEEE CS Washington Brussels Tokyo (2005) 154 - 159

External Databases

AGH Library · DBLP · Google Scholar · ResearchGate

Contact

prof. Jarosław Wąs — Pavilon C2, room 312 — jarek(-at-)agh(-dot-)edu(-dot-)pl