Research interests

Publications

  1. K. Fortuna, J. Szwabiński, The unified framework for modeling credit cycles with Marshall-Walras price formation process and systemic risk assessment, Arxiv
  2. J. Gruszka, J. Szwabiński, Portfolio Optimisation via the Heston Model Calibrated to Real Asset Data, submitted to North American Journal of Economics and Finance, Arxiv
  3. T. Weron, P. Nyczka, J. Szwabiński, Composition of the Influence Group in the q-Voter Model and Its Impact on the Dynamics of Opinions, Entropy 26(2):132 (2024), HTML
  4. H. Seckler, J. Szwabiński, R. Metzler, Machine-Learning Solutions for the Analysis of Single-Particle Diffusion Trajectories, Journal of Physical Chemistry Letters 14, 7910-7923 (2023)
  5. J. Gruszka, J. Szwabiński, Parameter Estimation of the Heston Volatility Model with Jumps in the Asset Prices, Econometrics 11, 15 (2023), Arxiv
  6. P. Kowalek, H. Loch-Olszewska, Ł. Łaszczuk, J. Opała, J. Szwabiński, Boosting the performance of anomalous diffusion classifiers with the proper choice of features, Journal of Physics A 55, 244005 (2022), HTML
  7. T. Weron, J. Szwabiński, Opinion evolution in divided community, Entropy 24 (2022) 185, HTML, Arxiv
  8. B. Łydżba-Kopczyńska, J. Szwabiński, Attribution Markers and Data Mining in Art Authentication, Molecules 27 (2022) 70, HTML
  9. G. Muñoz-Gil, G. Volpe, M. A. Garcia-March, E. Aghion, A. Argun, C. Beom Hong, T. Bland, S. Bo, J. Alberto Conejero, N. Firbas, Ò. Garibo i Orts, A. Gentili, Z. Huang, J.-H. Jeon, H. Kabbech, Y. Kim, P. Kowalek, D. Krapf, H. Loch-Olszewska, M. A. Lomholt, J.-B. Masson, P. G. Meyer, S. Park, B. Requena, I. Smal, T. Song, J. Szwabiński, S. Thapa, H. Verdier, G. Volpe, A. Widera, M. Lewenstein, R. Metzler, C. Manzo, Objective comparison of methods to decode anomalous diffusion, Nature Communications 12, 6253 (2021), HTML
  10. M. Gajowczyk, J. Szwabiński, Detection of anomalous diffusion with deep residual networks, Entropy 23(6), 649 (2021), HTML
  11. J. Gruszka, J. Szwabiński, Advanced Strategies of Portfolio Management in the Heston Market Model, Physica A 574, 125978 (2021)
  12. H. Loch-Olszewska, J. Szwabiński, Impact of Feature Choice on Machine Learning Classification of Fractional Anomalous Diffusion, Entropy 22(12), 1436, (2020), HTML
  13. J. Janczura, P. Kowalek, H. Loch-Olszewska, J. Szwabiński and A. Weron, Classification of particle trajectories in living cells: Machine learning versus statistical testing hypothesis for fractional anomalous diffusion, Phys. Rev. E 102, 032402 (2020), Arxiv
  14. J. Gruszka, J. Szwabiński, Best Portfolio Management Strategies For Synthetic and Real Assets, Physica A 539, 122938 (2020), Arxiv
  15. P. Kowalek, H. Loch-Olszewska, J. Szwabiński, Classification of diffusion modes in single-particle tracking data: Feature-based versus deep-learning approach, Phys. Rev. E 100, 032410 (2019)
  16. G. Chodak, A. Kowalska-Pyzalska, K. Maciejowska, J. Szwabiński, Impact of digital piracy on pricing strategies on the e-book market: insights from an agent-based model, Acta Physica Polonica B Proceedings Supplement 12, 49 (2019)
  17. H. Loch-Olszewska, J. Szwabiński, Detection of ε-ergodicity breaking in experimental data - a study of the dynamical functional sensibility, Journal of Chemical Physics 148, 204105 (2018)
  18. E. Ropuszyńska-Surma, J. Szwabiński , Magdalena Wȩglarz, Energy prosumers: profiling the energy microgeneration market in Lower Silesia, Poland., Operations Research and Decisions 28, 75-94 (2018)
  19. T. Krueger, J. Szwabiński, T. Weron, Conformity, anticonformity and polarization of opinions: insights from a mathematical model of opinion dynamics, Entropy 19(7), 371 (2017); doi:10.3390/e19070371
  20. P. Siedlecki, J. Szwabiński, T. Weron, The interplay between conformity and anticonformity and its polarizing effect on society, JASSS 19 (4) 9 (2016), doi: 10.18564/jasss.3203, JASSS, Arxiv
  21. A. Jędrzejewski, K. Sznajd-Weron, J. Szwabiński, Mapping the q-voter model: From a single chain to complex networks, Physica A 446 (2016) 110-119
  22. K. Sznajd-Weron, J. Szwabiński, R. Weron (2014), Is the Person-Situation Debate Important for Agent-Based Modeling and Vice-Versa? PLoS ONE 9(11): e112203, doi:10.1371/journal.pone.0112203
  23. A. Pękalski and J. Szwabiński, Role of detritus in a spatial food web model with diffusion, Phys. Rev. E 89 (2014) 052714
  24. K. Sznajd-Weron, J. Szwabiński, R. Weron and T. Weron, Rewiring the network. What helps an innovation to diffuse?, J. Stat. Mech. 2014 (3) 3007, IOP
  25. J. Szwabiński, Density outbursts in a food web model with closed nutrient cycle, Physica A 392 (2013) 3589-3600
  26. A. Pękalski and J. Szwabiński, Dynamics of three types of annual plants competing for water and light, Physica A 392 (2013) 710-721
  27. J. Szwabiński, Impact of proliferation strategies on food web viability in a model with closed nutrient cycle, Physica A 391 (2012) 5479-5489
  28. M. Moś, J. Szwabiński, Technologie semantyczne we wdrożeniach systemów klasy ERP, w A. Stabryła, S. Wawak, Metody badania i modele rozwoju organizacji* (2012) 109-118, Mfiles.pl, Kraków
  29. J. Szwabiński, A. Pękalski, I. Bena and M. Droz, Food web model with detritus path, Physica A 389 (2010) 2545-2556
  30. A. Pękalski and J. Szwabiński, Stability of a model food web, Phys. Rev. E 79, (2009) 021915
  31. M. Droz, J. Szwabiński and G. Szabó, Motion of influential players can support cooperation in Prisoner’s Dilemma, Eur. Phys. J. B71, (2009) 579-585
  32. I. Bena, M. Droz, J. Szwabiński and A. Pękalski, How bad is to be slow-reacting ? On the effect of the delay in response to a changing environment on a population’s survival, Eur. Phys. J. B65 (2008) 341-346
  33. A. Pękalski, J. Szwabiński, I. Bena and M. Droz,Extinction risk and structure of a food web model, Phys. Rev. E 77 (2008) 031917
  34. J. Szwabiński, A. Pękalski and K. Trojan, Effects of competition and predation in a three species model, Banach Center Publications 80 (2008) 265-269
  35. I. Bena, M. Droz, J. Szwabiński and A. Pękalski,Complex population dynamics as a competition between multiple time-scale phenomena, Phys. Rev. E 76 (2007) 1
  36. J. Szwabiński, A. Pękalski and K. Trojan, Competition and Predation in a Three Species Model, Int. J. Mod. Phys. C 17 (2006) 1629
  37. J. Szwabiński and A. Pękalski, Effects of random habitat destruction in a predator-prey model, Physica A360 (2006) 59 Weyrauch and J. Szwabiński, Functional Renormalization Group and the Lambda-Transition in4He, J. Low Temp. Phys. 134 (2004) 541
  38. J. Szwabiński, Der dynamische Strukturfaktor von superflüssigem Helium 4 oberhalb des Roton-Minimums, PTB-Bericht, ISBN 3-89701-810-1,
  39. J. Szwabiński and M. Weyrauch, Theoretical study of the dynamic structure factor of superfluid 4He, Phys. Rev. B 64 (2001) 184512,
  40. J. Szwabiński and M. Weyrauch, The dynamic structure factor of 4He beyond the roton minimum, J. Low. Temp. Phys. 121, 5/6 (2000) 327.

Conference talks and posters