Prof. PK Dr. Marek T. Malinowski

Associate Professor, Tadeusz Kościuszko Cracow University of Technology, Poland

Email: marek.malinowski@pk.edu.pl
ORCID: 0000-0002-3585-1265

Fuzzy stochastic differential equations Set-valued stochastic differential equations Set-valued differential equations (deterministic) Stochastic integral equations Stochastic fuzzy systems

I work on fuzzy and set-valued stochastic differential and integral equations, with applications to modeling real-world systems that involve uncertainty, imprecision, and randomness.

Marek T. Malinowski – zdjęcie profilowe
Cracow University of Technology
Faculty of Computer Science and Mathematics
Department of Applied Mathematics
Warszawska 24, 31-155 Kraków, Poland

Research Profile and Academic Position

Research Interests

Research Stay Abroad

Degrees

Academic Position

Contributions to Peer‑Reviewed Academic Publications

Complete list of journal and book publications:

  1. M.T. Malinowski, Symmetric Fuzzy Stochastic Volterra Integral Equations with Retardation and Their Application to Modeling the Spread of Infectious Diseases, Fuzzy Sets and Systems 524 (2026), Article 109660.
  2. M.T. Malinowski, Symmetric Functional Multivalued Integral Equations: Existence of a Unique Solution, Journal of Mathematical Analysis and Applications 155 (2026), Article 130133.
  3. M.T. Malinowski, Financial models and well‑posedness properties for symmetric set‑valued stochastic differential equations with relaxed Lipschitz condition, Nonlinear Analysis: Real World Applications 84 (2025), Article 104323.
  4. M.T. Malinowski, Mathematical modeling and nonlinear bilateral multivalued stochastic integral equations, PLoS One 20 (2025), Article e0323411.
  5. M.T. Malinowski, Qualitative Analysis of Symmetric Fuzzy Stochastic Differential Equations, International Journal of Applied Mathematics and Computer Science 35 (2025), 403–416.
  6. M.T. Malinowski, Existence of Solutions to Symmetric Multivalued Functional Integral Equations with Illustrative Applications in Medicine and Logistics, Symmetry (2025), 17, art. 2010.
  7. X. Wen, M.T. Malinowski, H. Li, H. Liu, Y. Li, Numerical solution of fuzzy stochastic Volterra integral equations with constant delay, Fuzzy Sets and Systems 493 (2024), 109098.
  8. M.T. Malinowski, Delayed Interval‑Valued Symmetric Stochastic Integral Equations, Symmetry 16 (2024), 1348.
  9. M.T. Malinowski, Symmetric fuzzy stochastic differential equations of Itô type: Uniqueness of solution, Proceedings of the 2024 International Conference on Applied Mathematics & Computer Science (ICAMCS), IEEE (2024), 40–46.
  10. H. Jafari, M.T. Malinowski, Symmetric fuzzy stochastic differential equations driven by fractional Brownian motion, Symmetry 15 (2023), 1436.
  11. M.T. Malinowski, Symmetric functional set‑valued integral equations and Bihari–LaSalle inequality, Symmetry 14 (2022), 2246.
  12. M.T. Malinowski, Bilateral multivalued stochastic integral equations with weakening of the Lipschitz assumption, Bulletin des Sciences Mathématiques 172 (2021), 103041.
  13. H. Jafari, M.T. Malinowski, M.J. Ebadi, Fuzzy stochastic differential equations driven by fractional Brownian motion, Advances in Difference Equations (2021), 1–17.
  14. M.T. Malinowski, On existence theorems to symmetric functional set‑valued differential equations, Symmetry 13 (2021), 1219.
  15. M.T. Malinowski, Symmetric fuzzy stochastic differential equations with generalized global Lipschitz condition, Symmetry 12 (2020), 819.
  16. M.T. Malinowski, On multivalued stochastic integral equations driven by semimartingales, Georgian Mathematical Journal 26 (2019), 423–436.
  17. M.T. Malinowski, D. O’Regan, Bilateral set‑valued stochastic integral equations, Filomat 32 (2018), 3253–3274.
  18. M.T. Malinowski, R.P. Agarwal, On solutions set of a multivalued stochastic differential equation, Czechoslovak Mathematical Journal 67 (2017), 11–28.
  19. M.T. Malinowski, Bipartite fuzzy stochastic differential equations with global Lipschitz condition, Mathematical Problems in Engineering 2016 (2016).
  20. M.T. Malinowski, On bipartite fuzzy stochastic differential equations, IJCCI (FCTA) (2016), 109–114.
  21. M.T. Malinowski, Fuzzy stochastic differential equations of decreasing fuzziness: Non‑Lipschitz coefficients, Journal of Intelligent & Fuzzy Systems 31 (2016), 13–25.
  22. M.T. Malinowski, Stochastic fuzzy differential equations of a nonincreasing type, Communications in Nonlinear Science and Numerical Simulation 33 (2016), 99–117.
  23. M.T. Malinowski, Fuzzy stochastic differential equations of decreasing fuzziness: Approximate solutions, Journal of Intelligent & Fuzzy Systems 29 (2015), 1087–1107.
  24. M.T. Malinowski, Fuzzy and set‑valued stochastic differential equations with local Lipschitz condition, IEEE Transactions on Fuzzy Systems 23 (2015), 1891–1898.
  25. M.T. Malinowski, R.P. Agarwal, On solutions to set‑valued and fuzzy stochastic differential equations, Journal of the Franklin Institute 352 (2015), 3014–3043.
  26. M.T. Malinowski, Set‑valued and fuzzy stochastic differential equations in M‑type 2 Banach spaces, Tohoku Mathematical Journal 67 (2015), 349–38.
  27. M.T. Malinowski, The narrowing set‑valued stochastic integral equations, Dynamic Systems and Applications 24 (2015), 399–419.
  28. M.T. Malinowski, Random fuzzy fractional integral equations – theoretical foundations, Fuzzy Sets and Systems 265 (2015), 39–62.
  29. M.T. Malinowski, Fuzzy and set‑valued stochastic differential equations with solutions of decreasing fuzziness, Advances in Intelligent Systems and Computing 315 (2015), 105–112.
  30. M.T. Malinowski, Set‑valued and fuzzy stochastic integral equations driven by semimartingales under Osgood condition, Open Mathematics 13 (2015), 106–134.
  31. M.T. Malinowski, Modeling with stochastic fuzzy differential equations, in: Mathematics of Uncertainty Modeling in the Analysis of Engineering and Science Problems, IGI Global, Hershey PA (2014), 150–172.
  32. M.T. Malinowski, On a new set‑valued stochastic integral with respect to semimartingales and its applications, Journal of Mathematical Analysis and Applications 408 (2013), 669–680.
  33. M.T. Malinowski, Some properties of strong solutions to stochastic fuzzy differential equations, Information Sciences 252 (2013), 62–80.
  34. M.T. Malinowski, Approximation schemes for fuzzy stochastic integral equations, Applied Mathematics and Computation 219 (2013), 11278–11290.
  35. M.T. Malinowski, M. Michta, The interrelation between stochastic differential inclusions and set‑valued stochastic differential equations, Journal of Mathematical Analysis and Applications 408 (2013), 733–743.
  36. M.T. Malinowski, M. Michta, J. Sobolewska, Set‑valued and fuzzy stochastic integral equations driven by semimartingales, Nonlinear Analysis: Theory, Methods and Applications 79 (2013), 204–220.
  37. M.T. Malinowski, On equations with a fuzzy stochastic integral with respect to semimartingales, Advances in Intelligent Systems and Computing 190 (2013), 93–101.
  38. M.T. Malinowski, Random fuzzy differential equations under generalized Lipschitz condition, Nonlinear Analysis: Real World Applications 13 (2012), 860–881.
  39. M.T. Malinowski, Ito type stochastic fuzzy differential equations with delay, Systems & Control Letters 61 (2012), 692–701.
  40. M.T. Malinowski, Interval Cauchy problem with a second type Hukuhara derivative, Information Sciences 213 (2012), 94–105.
  41. M.T. Malinowski, On set differential equations in Banach spaces – a second type Hukuhara differentiability approach, Applied Mathematics and Computation 219 (2012), 289–305.
  42. M.T. Malinowski, Second type Hukuhara differentiable solutions to the delay set‑valued differential equations, Applied Mathematics and Computation 218 (2012), 9427–9437.
  43. M.T. Malinowski, Strong solutions to stochastic fuzzy differential equations, Mathematical and Computer Modelling 55 (2012), 918–928.
  44. M.T. Malinowski, M. Michta, Set‑valued stochastic integral equations driven by martingales, Journal of Mathematical Analysis and Applications 394 (2012), 30–47.
  45. M. Kozaryn, M.T. Malinowski, M. Michta, K. Świątek, On multivalued stochastic integral equations driven by a Wiener process in the plane, Dynamic Systems and Applications 21 (2012), 293–318.
  46. M.T. Malinowski, Interval differential equations with a second type Hukuhara derivative, Applied Mathematics Letters 24 (2011), 2118–2123.
  47. M.T. Malinowski, Peano type theorem for random fuzzy initial value problem, Discussiones Mathematicae: Differential Inclusions, Control and Optimization 31 (2011), 5–22.
  48. M.T. Malinowski, M. Michta, Fuzzy stochastic integral equations driven by martingales, Advances in Intelligent and Soft Computing 100 (2011), 143–150.
  49. M.T. Malinowski, M. Michta, Set‑valued stochastic integral equations, Dynamics of Continuous, Discrete and Impulsive Systems: Series B 18 (2011), 473–492.
  50. M.T. Malinowski, M. Michta, Stochastic fuzzy differential equations with an application, Kybernetika 47 (2011), 123–143.
  51. M.T. Malinowski, M. Michta, Fuzzy stochastic integral equations, Dynamic Systems and Applications 19 (2010), 473–494.
  52. M.T. Malinowski, Existence theorems for solutions to random fuzzy differential equations, Nonlinear Analysis: Theory, Methods and Applications 73 (2010), 1515–1532.
  53. M.T. Malinowski, M. Michta, Stochastic set differential equations, Nonlinear Analysis: Theory, Methods and Applications 72 (2010), 1247–1256.
  54. M.T. Malinowski, On random fuzzy differential equations, Fuzzy Sets and Systems 160 (2009), 3152–3165.
  55. M.T. Malinowski, On some limit distributions for geometric random sums, Discussiones Mathematicae: Probability and Statistics 28 (2008), 247–266.
  56. M.T. Malinowski, Geometrically strictly semistable laws as the limit laws, Discussiones Mathematicae: Probability and Statistics 27 (2007), 79–97.
  57. G. Mazurkiewicz, M. Olszewska, M.T. Malinowski, The arithmetic of convolutions, scale mixtures and convolution mixtures, Journal of Mathematical Sciences 121 (2004), 2674–2680.
  58. M.T. Malinowski, J. Misiewicz, On the Dugue problem with a solution in the set of signed measures, Probability and Mathematical Statistics 22 (2002), 319–331.

Conference Talks and Presentations

Full list of conference talks:

  1. “Existence and Uniqueness Theorems for Symmetric Fuzzy Stochastic Differential Equations”, The 14th International Conference on Pure and Applied Mathematics (ICPAM 2025), 15–18 July 2025, Rome, Italy.
  2. “Set-Valued Symmetric Stochastic Differential Equations”, The 21th Conference of the Applied Stochastic Models and Data Analysis (ASMDA2025), 10–14 June 2025, Piraeus, Greece.
  3. “Symmetric fuzzy stochastic differential equations of Ito type: Uniqueness of solution”, 4th International Conference on Applied Mathematics & Computer Science (ICAMCS), 28–30 September 2024, Venice, Italy.
  4. “Fuzzy Stochastic Differential Equations: Unique solutions”, 9th European Congress of Mathematics, 15–19 July 2024, Seville, Spain.
  5. “Existence of solutions to fuzzy stochastic differential equations”, 6th International Conference on Mathematical Advances and Applications, 10–13 May 2023, Yildiz Technical University, Istanbul, Turkey.
  6. “Symmetric Fuzzy Stochastic Differential Equations: Generalization of the Lipschitz Condition”, 7th Stochastic Modeling Techniques and Data Analysis International Conference, 7–10 June 2022, Athens, Greece.
  7. “Symmetric Fuzzy Stochastic Differential Equations: Generalization of the Lipschitz Condition”, 5th International Conference on Mathematics: An Istanbul Meeting for World Mathematicians, 1–3 December 2021, Istanbul, Turkey.
  8. “Bipartite Fuzzy Stochastic Differential Equations: Stability of Solutions”, 6th Stochastic Modeling Techniques and Data Analysis International Conference, 2–5 June 2020, Barcelona, Spain.
  9. “Ito Type Bipartite Fuzzy Stochastic Differential Equations with Osgood condition”, 18th Conference of the Applied Stochastic Models and Data Analysis International Society, 11–14 June 2019, Florence, Italy.
  10. “Ito Type Bipartite Fuzzy Stochastic Differential Equations with Osgood condition”, 5th International Conference for Computation in Science and Technology, 23–26 September 2018, Antalya, Turkey.
  11. “Fuzzy and multivalued stochastic differential equations”, VIII Summer School of Financial and Applied Mathematics, 28–29 May 2018, Tarnów, Poland.
  12. “Fuzzy Stochastic Differential Equations: A Tool for Stochastic Systems with Imprecise Values”, Differential Equations and Applications, 4–7 September 2017, Brno, Czech Republic.
  13. “On Bipartite Fuzzy Stochastic Differential Equations”, 8th International Conference on Fuzzy Computation Theory and Applications, 9–11 November 2016, Porto, Portugal.
  14. “Bipartite Fuzzy Stochastic Differential Equations”, 4th Stochastic Modelling Techniques and Data Analysis International Conference, 1–4 June 2016, Valletta, Malta.
  15. “Fuzzy Stochastic Differential Equations with Monotone Fuzziness”, International Conference on Recent Advances in Pure and Applied Mathematics, 3–6 June 2015, Istanbul, Turkey.
  16. “Fuzzy and Set-Valued Stochastic Differential Equations of Nonincreasing Fuzziness”, 16th Conference of the Applied Stochastic Models and Data Analysis International Society, 30 June – 4 July 2015, Piraeus, Greece.
  17. “Fuzzy and Set-Valued Stochastic Differential Equations”, International Conference on Recent Advances in Pure and Applied Mathematics, 6–9 November 2014, Antalya, Turkey.
  18. “Fuzzy and Set-Valued Stochastic Differential Equations with Solutions of Decreasing Fuzziness”, 7th International Conference on Soft Methods in Probability and Statistics, 22–24 September 2014, Warsaw, Poland.
  19. “Set-Valued and Fuzzy Stochastic Differential Equations”, 3rd Stochastic Modeling Techniques and Data Analysis International Conference, 11–14 June 2014, Lisbon, Portugal.
  20. “Modelling with Set-Valued and Fuzzy Stochastic Differential Equations”, The 21st Conference on Applied and Industrial Mathematics, 19–22 September 2013, Bucharest, Romania.
  21. “On Set-Valued and Fuzzy Stochastic Differential Equations”, Equadiff 13, 26–30 August 2013, Prague, Czech Republic.
  22. “Set-valued and fuzzy stochastic differential equations”, German–Polish Joint Conference on Probability and Mathematical Statistics, 6–9 June 2013, Toruń, Poland.
  23. “On equations with a fuzzy stochastic integral with respect to semimartingales”, 6th International Conference on Soft Methods in Probability and Statistics, 4–6 October 2012, Konstanz, Germany.
  24. “Fuzzy stochastic integral equations driven by martingales”, The International Conference on Nonlinear Mathematics for Uncertainty and Its Applications, 6–9 September 2011, Beijing, China.
  25. “Fuzzy stochastic differential equations”, Tenth International Conference on Fuzzy Set Theory and Applications, 1–5 February 2010, Liptovský Ján, Slovakia.
  26. “Stochastic differential equations with coefficients in fuzzy sets”, XXXIX Conference on Applications of Mathematics, 7–14 September 2010, Zakopane, Poland.
  27. Poster: “Geometrically infinitely divisible distributions and their subclasses”, Warsaw Probability Meeting, 15–16 December 2005, Warsaw, Poland.
  28. “On the Dugue Problem with a solution in the set of signed measures”, XXII International Seminar on Stability Problems for Stochastic Models, 25–31 May 2002, Varna, Bulgaria.
  29. “When two types of probabilistic symmetrizations coincide”, II Conference for Young Mathematicians, 14–16 December 2001, Lądek-Zdrój, Poland.
  30. “When two types of probabilistic symmetrizations coincide”, The Ninth International Workshop in Mathematics, 24–28 September 2001, Gronów, Poland.

Editorial Work, Reviewing, and Academic Service

Editorial Board Memberships

Guest Editor – Special Issues

Reviewing for Scientific Journals

Referee for numerous journals, including:

  • Abstract and Applied Analysis
  • Acta Mathematicae Applicatae Sinica (English Series)
  • Acta Mathematica Vietnamica
  • Advances in Difference Equations
  • Advances in Fuzzy Systems
  • Advances in Intelligent and Soft Computing
  • Advances in Intelligent Systems and Computing
  • Applied Computational Intelligence and Soft Computing
  • Applied Mathematics & Information Sciences
  • Applied Mathematics Letters
  • Boundary Value Problems
  • Communications in Nonlinear Science and Numerical Simulation
  • Computational and Applied Mathematics
  • Differential Equations & Applications
  • Discussiones Mathematicae: Probability and Statistics
  • Dynamics of Continuous, Discrete & Impulsive Systems (Series A)
  • Filomat
  • Fuzzy Sets and Systems
  • IEEE Transactions on Fuzzy Systems
  • Information Sciences
  • International Journal of Fuzzy Computation and Modelling
  • International Journal of Mathematics and Statistics
  • International Journal of Stochastic Analysis
  • Iranian Journal of Fuzzy Systems
  • Journal of Applied Mathematics
  • Journal of Applied Mathematics and Computing
  • Journal of Function Spaces
  • Journal of Fixed Point Theory and Applications
  • Journal of Integral Equations and Applications
  • Journal of Intelligent & Fuzzy Systems
  • Journal of Mathematical Analysis and Applications
  • Neural Computing & Applications
  • Nonlinear Analysis: Hybrid Systems
  • Nonlinear Analysis: Theory, Methods and Applications
  • Nonlinear Analysis: Real World Applications
  • Scientific Research and Essays
  • Soft Computing
  • Stochastic Analysis and Applications
  • Systems and Control Letters
  • Turkish Journal of Mathematics

Abstracting for MathSciNet

Organization and Committees of Scientific Conferences

Expert Team Membership

Doctoral Thesis Reviewing and Informal Supervision

Informal co-supervision of the PhD thesis:

Positions Held at Higher Education Institutions

Cracow University of Technology

Teaching

Courses Taught

  • Linear Algebra with Analytic Geometry
  • Mathematical Analysis
  • Complex Analysis
  • Mathematics for Engineering and Applied Sciences
  • Actuarial Mathematics
  • Actuarial Methods
  • Life Insurance Mathematics
  • Time Series Modelling
  • Mathematical Software Packages
  • Stochastic Processes
  • Probability Theory
  • Statistics
  • Descriptive Statistics
  • Stochastic Methods
  • Reliability Theory

An award‑winning e‑learning course

Awards and Recognitions

World’s TOP 2% Scientists:

2025, 2024, 2023, 2022, 2021.

Silver Medal for Long Service (20 years) awarded by the President of the Republic of Poland, 2023

Rector’s Awards:

Contact

Prof. PK Dr. Marek T. Malinowski

Cracow University of Technology
Faculty of Computer Science and Mathematics
Department of Applied Mathematics
Warszawska 24, 31-155 Kraków, Poland

Email: marek.malinowski@pk.edu.pl

Prof. PK Dr Marek T. Malinowski

Profesor uczelni badawczo-dydaktyczny, Politechnika Krakowska im. Tadeusza Kościuszki

Email: marek.malinowski@pk.edu.pl
ORCID: 0000-0002-3585-1265

Rozmyte stochastyczne równania różniczkowe Analiza wielowartościowa Stochastyczne równania całkowe Rozmyte procesy stochastyczne

Zajmuję się rozmytymi i wielowartościowymi stochastycznymi równaniami różniczkowymi i całkowymi oraz ich zastosowaniami w modelowaniu systemów rzeczywistych obarczonych niepewnością, niedokładnością i losowością.

Marek T. Malinowski – zdjęcie profilowe
Politechnika Krakowska
Wydział Informatyki i Matematyki
Katedra Matematyki Stosowanej
ul. Warszawska 24, 31-155 Kraków

Profil naukowy i zatrudnienie w uczelni wyższej

Zainteresowania badawcze

  • Rozmyte i wielowartościowe równania stochastyczne
  • Rozmyte i wielowartościowe losowe równania różniczkowe i całkowe
  • Deterministyczne rozmyte i wielowartościowe równania różniczkowe
  • Analiza zbiorów rozmytych, analiza wielowartościowa, analiza stochastyczna

Staże naukowe

  • Institut für Mathematik und Informatik, Ernst‑Moritz‑Arndt‑Universität Greifswald, Greifswald, Niemcy, marzec–lipiec 2000.

Posiadane dyplomy

  • Doktor nauk matematycznych
    Specjalność: teoria prawdopodobieństwa i procesy stochastyczne, styczeń 2007.
    Rozprawa doktorska: „Geometryczne sumy losowe”.
  • Magister matematyki
    Specjalność: zastosowania matematyki z informatyką w bankowości i ubezpieczeniach, czerwiec 2000.
    Praca magisterska: „Zagadnienie ruiny w ubezpieczeniach ze szczególnym uwzględnieniem techniki martyngałowej”.

Zatrudnienie na stanowisku:

  • Profesor uczelni badawczo‑dydaktyczny, Politechnika Krakowska.

Artykuły naukowe opublikowane w recenzowanych wydawnictwach

Pełna lista publikacji:

  1. M.T. Malinowski, „Symmetric Fuzzy Stochastic Volterra Integral Equations with Retardation and Their Application to Modeling the Spread of Infectious Diseases”, Fuzzy Sets and Systems 524 (2026), art. 109660 (140 pkt).
  2. M.T. Malinowski, „Symmetric Functional Multivalued Integral Equations: Existence of a Unique Solution”, Journal of Mathematical Analysis and Applications 155 (2026), art. 130133 (70 pkt).
  3. M.T. Malinowski, „Financial models and well‑posedness properties for symmetric set‑valued stochastic differential equations with relaxed Lipschitz condition”, Nonlinear Analysis: Real World Applications 84 (2025), art. 104323 (100 pkt).
  4. M.T. Malinowski, „Mathematical modeling and nonlinear bilateral multivalued stochastic integral equations”, PLoS One 20 (2025), art. e0323411 (100 pkt).
  5. M.T. Malinowski, „Qualitative Analysis of Symmetric Fuzzy Stochastic Differential Equations”, International Journal of Applied Mathematics and Computer Science 35 (2025), 403–416 (100 pkt).
  6. M.T. Malinowski, „Existence of Solutions to Symmetric Multivalued Functional Integral Equations with Illustrative Applications in Medicine and Logistics”, Symmetry (2025), 17, art. 2010 (70 pkt).
  7. X. Wen, M.T. Malinowski, H. Li, H. Liu, Y. Li, „Numerical solution of fuzzy stochastic Volterra integral equations with constant delay”, Fuzzy Sets and Systems 493 (2024), 109098 (140 pkt).
  8. M.T. Malinowski, „Delayed Interval‑Valued Symmetric Stochastic Integral Equations”, Symmetry 16 (2024), 1348 (70 pkt).
  9. M.T. Malinowski, „Symmetric fuzzy stochastic differential equations of Itô type: Uniqueness of solution”, Proc. ICAMCS 2024, IEEE (2024), 40–46 (20 pkt).
  10. H. Jafari, M.T. Malinowski, „Symmetric fuzzy stochastic differential equations driven by fractional Brownian motion”, Symmetry 15 (2023), 1436 (70 pkt).
  11. M.T. Malinowski, „Symmetric functional set‑valued integral equations and Bihari–LaSalle inequality”, Symmetry 14 (2022), 2246 (70 pkt).
  12. M.T. Malinowski, „Bilateral multivalued stochastic integral equations with weakening of the Lipschitz assumption”, Bulletin des Sciences Mathématiques 172 (2021), 103041 (100 pkt).
  13. H. Jafari, M.T. Malinowski, M.J. Ebadi, „Fuzzy stochastic differential equations driven by fractional Brownian motion”, Advances in Difference Equations (2021), 1–17 (40 pkt).
  14. M.T. Malinowski, „On existence theorems to symmetric functional set‑valued differential equations”, Symmetry 13 (2021), 1219 (70 pkt).
  15. M.T. Malinowski, „Symmetric fuzzy stochastic differential equations with generalized global Lipschitz condition”, Symmetry 12 (2020), 819 (70 pkt).
  16. M.T. Malinowski, „On multivalued stochastic integral equations driven by semimartingales”, Georgian Mathematical Journal 26 (2019), 423–436 (40 pkt).
  17. M.T. Malinowski, D. O’Regan, „Bilateral set‑valued stochastic integral equations”, Filomat 32 (2018), 3253–3274 (40 pkt).
  18. M.T. Malinowski, R.P. Agarwal, „On solutions set of a multivalued stochastic differential equation”, Czechoslovak Mathematical Journal 67 (2017), 11–28 (40 pkt).
  19. M.T. Malinowski, „Bipartite fuzzy stochastic differential equations with global Lipschitz condition”, Mathematical Problems in Engineering 2016 (2016) (40 pkt).
  20. M.T. Malinowski, „On bipartite fuzzy stochastic differential equations”, IJCCI (FCTA) (2016), 109–114.
  21. M.T. Malinowski, „Fuzzy stochastic differential equations of decreasing fuzziness: Non‑Lipschitz coefficients”, Journal of Intelligent & Fuzzy Systems 31 (2016), 13–25 (70 pkt).
  22. M.T. Malinowski, „Stochastic fuzzy differential equations of a nonincreasing type”, Communications in Nonlinear Science and Numerical Simulation 33 (2016), 99–117 (100 pkt).
  23. M.T. Malinowski, „Fuzzy stochastic differential equations of decreasing fuzziness: Approximate solutions”, Journal of Intelligent & Fuzzy Systems 29 (2015), 1087–1107 (70 pkt).
  24. M.T. Malinowski, „Fuzzy and set‑valued stochastic differential equations with local Lipschitz condition”, IEEE Transactions on Fuzzy Systems 23 (2015), 1891–1898 (200 pkt).
  25. M.T. Malinowski, R.P. Agarwal, „On solutions to set‑valued and fuzzy stochastic differential equations”, Journal of the Franklin Institute 352 (2015), 3014–3043 (100 pkt).
  26. M.T. Malinowski, „Set‑valued and fuzzy stochastic differential equations in M‑type 2 Banach spaces”, Tohoku Mathematical Journal 67 (2015), 349–38 (70 pkt).
  27. M.T. Malinowski, „The narrowing set‑valued stochastic integral equations”, Dynamic Systems and Applications 24 (2015), 399–419 (20 pkt).
  28. M.T. Malinowski, „Random fuzzy fractional integral equations – theoretical foundations”, Fuzzy Sets and Systems 265 (2015), 39–62 (140 pkt).
  29. M.T. Malinowski, „Fuzzy and set‑valued stochastic differential equations with solutions of decreasing fuzziness”, Advances in Intelligent Systems and Computing 315 (2015), 105–112.
  30. M.T. Malinowski, „Set‑valued and fuzzy stochastic integral equations driven by semimartingales under Osgood condition”, Open Mathematics 13 (2015), 106–134 (40 pkt).
  31. M.T. Malinowski, „Modeling with stochastic fuzzy differential equations”, w: Mathematics of Uncertainty Modeling…, IGI Global, Hershey PA (2014), 150–172.
  32. M.T. Malinowski, „On a new set‑valued stochastic integral with respect to semimartingales and its applications”, Journal of Mathematical Analysis and Applications 408 (2013), 669–680 (70 pkt).
  33. M.T. Malinowski, „Some properties of strong solutions to stochastic fuzzy differential equations”, Information Sciences 252 (2013), 62–80 (200 pkt).
  34. M.T. Malinowski, „Approximation schemes for fuzzy stochastic integral equations”, Applied Mathematics and Computation 219 (2013), 11278–11290 (100 pkt).
  35. M.T. Malinowski, M. Michta, „The interrelation between stochastic differential inclusions and set‑valued stochastic differential equations”, Journal of Mathematical Analysis and Applications 408 (2013), 733–743 (70 pkt).
  36. M.T. Malinowski, M. Michta, J. Sobolewska, „Set‑valued and fuzzy stochastic integral equations driven by semimartingales”, Nonlinear Analysis: Theory, Methods and Applications 79 (2013), 204–220 (140 pkt).
  37. M.T. Malinowski, „On equations with a fuzzy stochastic integral with respect to semimartingales”, Advances in Intelligent Systems and Computing 190 (2013), 93–101.
  38. M.T. Malinowski, „Random fuzzy differential equations under generalized Lipschitz condition”, Nonlinear Analysis: Real World Applications 13 (2012), 860–881 (100 pkt).
  39. M.T. Malinowski, „Ito type stochastic fuzzy differential equations with delay”, Systems & Control Letters 61 (2012), 692–701 (100 pkt).
  40. M.T. Malinowski, „Interval Cauchy problem with a second type Hukuhara derivative”, Information Sciences 213 (2012), 94–105 (200 pkt).
  41. M.T. Malinowski, „On set differential equations in Banach spaces – a second type Hukuhara differentiability approach”, Applied Mathematics and Computation 219 (2012), 289–305 (100 pkt).
  42. M.T. Malinowski, „Second type Hukuhara differentiable solutions to the delay set‑valued differential equations”, Applied Mathematics and Computation 218 (2012), 9427–9437 (100 pkt).
  43. M.T. Malinowski, „Strong solutions to stochastic fuzzy differential equations”, Mathematical and Computer Modelling 55 (2012), 918–928.
  44. M.T. Malinowski, M. Michta, „Set‑valued stochastic integral equations driven by martingales”, Journal of Mathematical Analysis and Applications 394 (2012), 30–47 (70 pkt).
  45. M. Kozaryn, M.T. Malinowski, M. Michta, K. Świątek, „On multivalued stochastic integral equations driven by a Wiener process in the plane”, Dynamic Systems and Applications 21 (2012), 293–318 (20 pkt).
  46. M.T. Malinowski, „Interval differential equations with a second type Hukuhara derivative”, Applied Mathematics Letters 24 (2011), 2118–2123 (100 pkt).
  47. M.T. Malinowski, „Peano type theorem for random fuzzy initial value problem”, Discussiones Mathematicae: Differential Inclusions, Control and Optimization 31 (2011), 5–22.
  48. M.T. Malinowski, M. Michta, „Fuzzy stochastic integral equations driven by martingales”, Advances in Intelligent and Soft Computing 100 (2011), 143–150.
  49. M.T. Malinowski, M. Michta, „Set‑valued stochastic integral equations”, Dynamics of Continuous, Discrete and Impulsive Systems: Series B 18 (2011), 473–492 (20 pkt).
  50. M.T. Malinowski, M. Michta, „Stochastic fuzzy differential equations with an application”, Kybernetika 47 (2011), 123–143 (40 pkt).
  51. M.T. Malinowski, M. Michta, „Fuzzy stochastic integral equations”, Dynamic Systems and Applications 19 (2010), 473–494 (20 pkt).
  52. M.T. Malinowski, „Existence theorems for solutions to random fuzzy differential equations”, Nonlinear Analysis: Theory, Methods and Applications 73 (2010), 1515–1532 (140 pkt).
  53. M.T. Malinowski, M. Michta, „Stochastic set differential equations”, Nonlinear Analysis: Theory, Methods and Applications 72 (2010), 1247–1256 (140 pkt).
  54. M.T. Malinowski, „On random fuzzy differential equations”, Fuzzy Sets and Systems 160 (2009), 3152–3165 (140 pkt).
  55. M.T. Malinowski, „On some limit distributions for geometric random sums”, Discussiones Mathematicae: Probability and Statistics 28 (2008), 247–266 (20 pkt).
  56. M.T. Malinowski, „Geometrically strictly semistable laws as the limit laws”, Discussiones Mathematicae: Probability and Statistics 27 (2007), 79–97 (20 pkt).
  57. G. Mazurkiewicz, M. Olszewska, M.T. Malinowski, „The arithmetic of convolutions, scale mixtures and convolution mixtures”, Journal of Mathematical Sciences 121 (2004), 2674–2680 (20 pkt).
  58. M.T. Malinowski, J. Misiewicz, „On the Dugue problem with a solution in the set of signed measures”, Probability and Mathematical Statistics 22 (2002), 319–331 (70 pkt).

Referaty wygłoszone na konferencjach naukowych

Pełna lista konferencji:

  1. „Existence and Uniqueness Theorems for Symmetric Fuzzy Stochastic Differential Equations”, The 14th International Conference on Pure and Applied Mathematics (ICPAM 2025), 15–18 lipca 2025, Rzym, Włochy.
  2. „Set-Valued Symmetric Stochastic Differential Equations”, The 21th Conference of the Applied Stochastic Models and Data Analysis (ASMDA2025), 10–14 czerwca 2025, Piraeus, Grecja.
  3. „Symmetric fuzzy stochastic differential equations of Ito type: Uniqueness of solution”, 4th International Conference on Applied Mathematics & Computer Science (ICAMCS), 28–30 września 2024, Wenecja, Włochy.
  4. „Fuzzy Stochastic Differential Equations: Unique solutions”, 9th European Congress of Mathematics, 15–19 lipca 2024, Sewilla, Hiszpania.
  5. „Existence of solutions to fuzzy stochastic differential equations”, 6th International Conference on Mathematical Advances and Applications, 10–13 maja 2023, Yildiz Technical University, Stambuł, Turcja.
  6. „Symmetric Fuzzy Stochastic Differential Equations: Generalization of the Lipschitz Condition”, 7th Stochastic Modeling Techniques and Data Analysis International Conference, 7–10 czerwca 2022, Ateny, Grecja.
  7. „Symmetric Fuzzy Stochastic Differential Equations: Generalization of the Lipschitz Condition”, 5th International Conference on Mathematics: An Istanbul Meeting for World Mathematicians, 1–3 grudnia 2021, Stambuł, Turcja.
  8. „Bipartite Fuzzy Stochastic Differential Equations: Stability of Solutions”, 6th Stochastic Modeling Techniques and Data Analysis International Conference, 2–5 czerwca 2020, Barcelona, Hiszpania.
  9. „Ito Type Bipartite Fuzzy Stochastic Differential Equations with Osgood condition”, 18th Conference of the Applied Stochastic Models and Data Analysis International Society, 11–14 czerwca 2019, Florencja, Włochy.
  10. „Ito Type Bipartite Fuzzy Stochastic Differential Equations with Osgood condition”, 5th International Conference for Computation in Science and Technology, 23–26 września 2018, Antalya, Turcja.
  11. „Rozmyte i wielowartościowe stochastyczne równania różniczkowe”, VIII Szkoła Letnia Matematyki Finansowej i Stosowanej, 28–29 maja 2018, Tarnów, Polska.
  12. „Fuzzy Stochastic Differential Equations: A Tool for Stochastic Systems with Imprecise Values”, Differential Equations and Applications, 4–7 września 2017, Brno, Czechy.
  13. „On Bipartite Fuzzy Stochastic Differential Equations”, 8th International Conference on Fuzzy Computation Theory and Applications, 9–11 listopada 2016, Porto, Portugalia.
  14. „Bipartite Fuzzy Stochastic Differential Equations”, 4th Stochastic Modelling Techniques and Data Analysis International Conference, 1–4 czerwca 2016, Valletta, Malta.
  15. „Fuzzy Stochastic Differential Equations with Monotone Fuzziness”, International Conference on Recent Advances in Pure and Applied Mathematics, 3–6 czerwca 2015, Stambuł, Turcja.
  16. „Fuzzy and Set-Valued Stochastic Differential Equations of Nonincreasing Fuzziness”, 16th Conference of the Applied Stochastic Models and Data Analysis International Society, 30 czerwca – 4 lipca 2015, Piraeus, Grecja.
  17. „Fuzzy and Set-Valued Stochastic Differential Equations”, International Conference on Recent Advances in Pure and Applied Mathematics, 6–9 listopada 2014, Antalya, Turcja.
  18. „Fuzzy and Set-Valued Stochastic Differential Equations with Solutions of Decreasing Fuzziness”, 7th International Conference on Soft Methods in Probability and Statistics, 22–24 września 2014, Warszawa, Polska.
  19. „Set-Valued and Fuzzy Stochastic Differential Equations”, 3rd Stochastic Modeling Techniques and Data Analysis International Conference, 11–14 czerwca 2014, Lizbona, Portugalia.
  20. „Modelling with Set-Valued and Fuzzy Stochastic Differential Equations”, The 21st Conference on Applied and Industrial Mathematics, 19–22 września 2013, Bukareszt, Rumunia.
  21. „On Set-Valued and Fuzzy Stochastic Differential Equations”, Equadiff 13, 26–30 sierpnia 2013, Praga, Czechy.
  22. „Set-valued and fuzzy stochastic differential equations”, German–Polish Joint Conference on Probability and Mathematical Statistics, 6–9 czerwca 2013, Toruń, Polska.
  23. „On equations with a fuzzy stochastic integral with respect to semimartingales”, 6th International Conference on Soft Methods in Probability and Statistics, 4–6 października 2012, Konstanz, Niemcy.
  24. „Fuzzy stochastic integral equations driven by martingales”, The International Conference on Nonlinear Mathematics for Uncertainty and Its Applications, 6–9 września 2011, Pekin, Chiny.
  25. „Fuzzy stochastic differential equations”, Tenth International Conference on Fuzzy Set Theory and Applications, 1–5 lutego 2010, Liptovský Ján, Słowacja.
  26. „Stochastyczne równania różniczkowe ze współczynnikami w zbiorach rozmytych”, XXXIX Konferencja Zastosowań Matematyki, 7–14 września 2010, Zakopane, Polska.
  27. Plakat: „Geometrically infinitely divisible distributions and their subclasses”, Warsaw Probability Meeting, 15–16 grudnia 2005, Warszawa, Polska.
  28. „On the Dugue Problem with a solution in the set of signed measures”, XXII International Seminar on Stability Problems for Stochastic Models, 25–31 maja 2002, Warna, Bułgaria.
  29. „Kiedy dwa typy symetryzacji stochastycznej pokrywają się”, II Konferencja dla Młodych Matematyków, 14–16 grudnia 2001, Lądek-Zdrój, Polska.
  30. „When two types of probabilistic symmetrizations coincide”, The Ninth International Workshop in Mathematics, 24–28 września 2001, Gronów, Polska.

Redakcja, recenzowanie i działalność organizacyjna

Członkostwo w komitetach redakcyjnych czasopism

  • Symmetry, od 2021
  • Journal of Probability and Statistics, od 2020
  • Journal of Intelligent and Fuzzy Systems, 2014–2024
  • International Journal of Mathematics & Computation, od 2014
  • International Journal of Mathematics and Statistics, od 2014
  • Differential Equations & Applications, od 2013
  • Advances in Difference Equations, 2014–2021
  • Communications in Numerical Analysis, 2011–2017
  • Journal of Fuzzy Set Valued Analysis, 2011–2016
  • International Journal of Fuzzy Computation and Modelling, 2013–2017
  • Journal of Soft Computing and Applications, 2012–2017
  • Oxford Journal of Intelligent Decision and Data Science, 2016–2019

Redakcja wydań specjalnych

  • „Advances in Stochastic Differential Equations”, Symmetry, 2020
  • „Stochastic Differential Equations: Theory, Methods, and Applications”, Symmetry, 2023

Recenzowanie artykułów naukowych

Recenzent dla wielu czasopism, m.in.:

  • Abstract and Applied Analysis
  • Acta Mathematicae Applicatae Sinica (English Series)
  • Acta Mathematica Vietnamica
  • Advances in Difference Equations
  • Advances in Fuzzy Systems
  • Advances in Intelligent and Soft Computing
  • Advances in Intelligent Systems and Computing
  • Applied Computational Intelligence and Soft Computing
  • Applied Mathematics & Information Sciences
  • Applied Mathematics Letters
  • Boundary Value Problems
  • Communications in Nonlinear Science and Numerical Simulation
  • Computational and Applied Mathematics
  • Differential Equations & Applications
  • Discussiones Mathematicae: Probability and Statistics
  • Dynamics of Continuous, Discrete & Impulsive Systems (Series A)
  • Filomat
  • Fuzzy Sets and Systems
  • IEEE Transactions on Fuzzy Systems
  • Information Sciences
  • International Journal of Fuzzy Computation and Modelling
  • International Journal of Mathematics and Statistics
  • International Journal of Stochastic Analysis
  • Iranian Journal of Fuzzy Systems
  • Journal of Applied Mathematics
  • Journal of Applied Mathematics and Computing
  • Journal of Function Spaces
  • Journal of Fixed Point Theory and Applications
  • Journal of Integral Equations and Applications
  • Journal of Intelligent & Fuzzy Systems
  • Journal of Mathematical Analysis and Applications
  • Neural Computing & Applications
  • Nonlinear Analysis: Hybrid Systems
  • Nonlinear Analysis: Theory, Methods and Applications
  • Nonlinear Analysis: Real World Applications
  • Scientific Research and Essays
  • Soft Computing
  • Stochastic Analysis and Applications
  • Systems and Control Letters
  • Turkish Journal of Mathematics

Streszczenia dla MathSciNet

  • Streszczenia 40 artykułów naukowych
  • Streszczenia 2 książek naukowych

Organizacja konferencji

  • Członek komitetu organizacyjnego: The 2015 International Conference on Fuzzy System and Data Mining, Szanghaj, Chiny

Organizacja sesji zaproszonej

  • Sesja „Synergy of fuzziness and randomness”, 6th Stochastic Modeling Techniques and Data Analysis International Conference, 2020, Barcelona, Hiszpania

Członkostwo w zespołach eksperckich

  • Foundation of Science and Technology Development (FOSTECT), Ho Chi Minh City, Wietnam (od 2013)

Recenzowanie rozpraw doktorskich

  • Recenzja rozprawy doktorskiej pt. „Studies on geometric programming and linear programming with some applications in various fuzzy environment”: Palash Mandal (Indie)

Nieformalne promotorstwo pomocnicze rozpraw doktorskich:

  • „Wielowartościowa całka stochastyczna względem martyngału na płaszczyźnie i wielowartościowe równania stochastyczne”: K. Świątek (obrona 2014)
  • „Stochastyczne inkluzje i równania wielowartościowe względem dwuparametrowego procesu Wienera”: M. Kozaryn (obrona 2015)
  • „Istnienie i własności rozwiązań rozmytych równań stochastycznych względem semimartyngałów”: J. Sobolewska‑Krasińska (obrona 2016)

Funkcje pełnione w uczelniach wyższych

Politechnika Krakowska
  • Prodziekan, 2021–2024
  • Członek Kolegium Wydziału Informatyki i Telekomunikacji, 2021–2024
  • Członek z głosem doradczym Rady Naukowej dyscypliny Informatyka techniczna i telekomunikacja, od 2021
  • Członek Rady Programowej kierunku Matematyka Stosowana, I stopień
  • Opiekun specjalności Matematyka w Finansach i Ekonomii na kierunku Matematyka Stosowana, I stopień
  • Członek Wydziałowej Komisji ds. Wniosków o Premię Lider, 2021–2024
  • Przewodniczący Wydziałowej Komisji ds. Nagród i Odznaczeń, 2019–2024
  • Członek Senackiej Komisji Gospodarki, Budżetu i Finansów

Dydaktyka

Prowadzone zajęcia

  • Algebra liniowa z geometrią analityczną
  • Analiza matematyczna
  • Analiza zespolona
  • Matematyka dla kierunków technicznych
  • Matematyka ubezpieczeniowa
  • Matematyka ubezpieczeń na życie
  • Metody aktuarialne
  • Modelowanie szeregami czasowymi
  • Pakiety matematyczne
  • Procesy stochastyczne
  • Rachunek prawdopodobieństwa
  • Statystyka
  • Statystyka opisowa
  • Metody stochastyczne
  • Teoria niezawodności

nagrodzony e‑Learning

  • Autor e‑kursu „Procesy stochastyczne” (Nagroda Rektora PK 2024)

Nagrody i wyróżnienia

World’s TOP 2% Scientists:

2025, 2024, 2023, 2022, 2021.

Medal srebrny za długoletnią służbę (20 lat) nadany przez Prezydenta Rzeczypospolitej Polskiej, 2023

Nagrody Rektora:

  • 2024 – Nagroda Rektora za e‑kurs „Procesy stochastyczne”, indywidualna
  • 2022 – Nagroda Rektora za osiągnięcia naukowe, indywidualna
  • 2020 – Nagroda Rektora za osiągnięcia organizacyjne, zespołowa
  • 2017 – Nagroda Rektora za osiągnięcia naukowe, indywidualna
  • 2016 – Nagroda Rektora za najwyżej punktowaną publikację, indywidualna
  • 2014 – Nagroda Rektora, I stopnia, indywidualna
  • 2012 – Nagroda Rektora, II stopnia, zespołowa
  • 2011 – Nagroda Rektora, II stopnia, zespołowa.

Kontakt

Prof. PK Dr Marek T. Malinowski

Politechnika Krakowska
Wydział Informatyki i Matematyki
Katedra Matematyki Stosowanej
ul. Warszawska 24, 31-155 Kraków, Polska

Email: marek.malinowski@pk.edu.pl