Michał Zieliński

Professor of Physics, Nicolaus Copernicus University in Toruń, Poland

E-mail: michal.zielinski@fizyka.umk.pl
Google Scholar · ORCID 0000-0002-7239-2504 · ResearcherID C-2587-2013

Research fields

Theoretical and computational physics of semiconductor nanostructures; quantum dots and nanowires; atomistic electronic-structure methods; excitons and optical properties; many-body calculations; high-performance computing; machine learning in computational physics.

Professional experience

Degrees and education

Honours and Awards

Research Grants

Principal investigator of multiple competitive research grants funded by the National Science Centre (NCN), National Centre for Research and Development (NCBR), Foundation for Polish Science (FNP), and Polish Ministry of Science and Higher Education, including OPUS, SONATA BIS, SONATA and international joint research programmes.

Mentor in the NCN POLONEZ BIS programme.

Research visits and international collaborations

Numerous research visits and international collaborations with institutions in North America, Europe, Asia, and South America.

Conference activity

Participation in more than 40 national and international scientific conferences, workshops, and schools, including over 25 invited talks. Regular presentations of research on semiconductor nanostructures, quantum dots and nanowires, excitonic effects, atomistic modelling, and computational physics.

Supervision and mentoring

Supervisor of three completed Ph.D. dissertations and supervisor/co-supervisor of Ph.D. and M.Sc. students. Experience in mentoring young researchers and postdoctoral researchers.

Teaching

University teaching in theoretical and computational physics, quantum mechanics, semiconductor nanostructures, numerical methods, and applications of artificial intelligence and machine learning in physics.

Computational skills

Extensive experience in scientific computing and high-performance computing for large-scale atomistic simulations of semiconductor nanostructures.

Programming: C/C++, Fortran, Python, shell scripting.

Parallel computing: MPI, OpenMP, distributed-memory and shared-memory computing, large-scale calculations on national and European HPC systems, including job scheduling and workflow automation.

Numerical methods: sparse matrix methods, iterative eigensolvers (Lanczos and Arnoldi methods), configuration-interaction calculations, numerical solution of Poisson-type problems, optimization and large-scale data processing.

Scientific software development: development and maintenance of research codes for tight-binding, many-body and atomistic simulations; performance analysis, numerical validation and reproducible computational workflows.

Machine learning: neural networks and transformer-based models, surrogate modelling, active learning, inverse design, and data-driven analysis of computational-physics problems.

Tools and environments: Linux/Unix, Slurm, Git, numerical and scientific Python ecosystem.

Books

J. Matulewski, S. Orłowski, M. Zieliński, Delphi 2005. 303 gotowe rozwiązania (Delphi 2005. 303 ready solutions), Wydawnictwo Helion, 2005, ISBN 83-7361-923-2.

Publications

  1. M. Zieliński, Agnieszka Gajewicz-Skretna
    The effects of surface termination, stoichiometry, and strain on the optical properties of bulk-like ZnSe/ZnS core-shell nanocrystals
    Scientific Reports 16, 10003 (2026)
  2. M. Zieliński
    Double nanowire quantum dots and machine learning
    Scientific Reports 15, 5939 (2025)
  3. M. Zieliński, Agnieszka Gajewicz-Skretna
    Insights from core/shell ZnCuInS/ZnS nanocrystals, type-II confinement, and implications for the design of safer industrial nanocrystals
    Scientific Reports 15, 30787 (2025)
  4. M. A. Ochoa, K. Liu, P. Różański, M. Zieliński, G. W. Bryant
    Atomistic tight-binding Hartree-Fock calculations of multielectron configurations in P-doped silicon devices: Wavefunction reshaping
    Phys. Rev. B 112, 075158 (2025)
  5. P. Baranowski, M. Zieliński, N. Zawadzka, R. Pasławska, M. Wójcik, S. Kret, S. Chusnutdinow, P. Wojnar
    Size dependence of biexciton binding energy in strained ZnTe/(Zn,Mg)Te nanowire quantum dots
    Phys. Rev. B 111, 155413 (2025)
  6. P. Różański, G. W. Bryant, M. Zieliński
    Challenges to extracting spatial information about double P dopants in Si from STM images
    Scientific Reports 14, 18062 (2024)
  7. Maicol A. Ochoa, Keyi Liu, M. Zieliński, G. W. Bryant
    Single-electron states of phosphorus-atom arrays in silicon
    Phys. Rev. B 109, 205412 (2024)
  8. J. Płachta, M. Zieliński, T. Kazimierczuk, P. Kossacki, P. Wojnar
    Quantum confinement in optically active ultrathin (Cd,Mn)Te/(Cd,Mg)Te core/shell nanowires
    Phys. Rev. B 107, 075305 (2023)
  9. P. Różański, M. Zieliński
    Exploiting underlying crystal lattice for efficient computation of Coulomb matrix elements in multi-million atoms nanostructures
    Comput. Phys. Commun. 287, 108693 (2023)
  10. P. Różański, G. W. Bryant, M. Zieliński
    Scanning tunneling microscopy of buried dopants in silicon: images and their uncertainties
    npj Comput. Mater. 8, 182 (2022)
  11. M. Gawełczyk, M. Zieliński
    Bardeen's tunneling theory applied to intraorbital and interorbital hopping integrals between dopants in silicon
    Phys. Rev. B 106, 115426 (2022)
  12. M. Patera, M. Zieliński
    Antibonding ground states in crystal phase quantum dots
    Phys. Rev. B 106, L041405 (2022) (Letter / Editors’ Suggestion)
  13. M. Patera, M. Zieliński
    Crystal field splitting and spontaneous polarization in InP crystal phase quantum dots
    Scientific Reports 12, 15561 (2022)
  14. M. Świderski, M. Zieliński
    Electric-field control of exciton fine structure in alloyed nanowire quantum dot molecules
    Phys. Rev. B 104, 195411 (2021)
  15. M. Zieliński
    Dark-bright excitons mixing in alloyed InGaAs self-assembled quantum dots
    Phys. Rev. B 103, 155418 (2021)
  16. M. Zieliński
    Fine structure of dark and bright excitons in vertical electric fields: Atomistic theory of alloyed self-assembled InGaAs quantum dots
    Phys. Rev. B 102, 245423 (2020)
  17. K. Gawarecki, M. Zieliński
    Electron g-factor in nanostructures: continuum media and atomistic approach
    Scientific Reports 10, 22001 (2020)
  18. M. Zieliński
    Vanishing fine structure splitting in highly asymmetric InAs/InP quantum dots without wetting layer
    Scientific Reports 10, 13542 (2020)
  19. M. Zieliński
    Excitonic complexes in InAs/InP nanowire quantum dots
    Phys. Rev. B 101, 195302 (2020)
  20. M. Świderski, M. Zieliński
    Electric field tuning of excitonic fine-structure splitting in asymmetric InAs/InP nanowire quantum dot molecules
    Phys. Rev. B 100, 235417 (2019)
  21. K. Gawarecki, M. Zieliński
    Importance of second-order deformation potentials in modeling of InAs/GaAs nanostructures
    Phys. Rev. B 100, 155409 (2019)
  22. M. Zieliński
    Spectra of dark and bright excitons in alloyed nanowire quantum dots
    Phys. Rev. B 100, 045309 (2019)
  23. M. Zieliński
    From quantum dots to quantum dashes: Excitonic spectra of highly elongated InAs/InP nanostructures
    Phys. Rev. B 99, 205402 (2019)
  24. P. T. Różański, M. Zieliński
    Efficient computation of Coulomb and exchange integrals for multi-million atom nanostructures
    Comput. Phys. Commun. 238, 254 (2019)
  25. M. Świderski, M. Zieliński
    Atomistic theory of excitonic fine structure in InAs/InP nanowire quantum dot molecules
    Phys. Rev. B 95, 125407 (2017)
  26. M. B. Bavinck, K. D. Jöns, M. Zieliński, G. Patriarche, J.-Ch. Harmand, N. Akopian, V. Zwiller
    Photon Cascade from a Single Crystal Phase Nanowire Quantum Dot
    Nano Lett. 16, 1081 (2016)
  27. P. T. Różański, M. Zieliński
    Linear scaling approach for atomistic calculation of excitonic properties of 10-million-atom nanostructures
    Phys. Rev. B 94, 045440 (2016)
  28. M. Świderski, M. Zieliński
    Exact Diagonalization Approach for Atomistic Calculation of Piezoelectric Effects in Semiconductor Quantum Dots
    Acta Phys. Pol. A 129, 79 (2016)
  29. P. Mrowiński, M. Zieliński, M. Świderski, J. Misiewicz, A. Somers, J. P. Reithmaier, S. Höfling, G. Sęk
    Excitonic fine structure and binding energies of excitonic complexes in single InAs quantum dashes
    Phys. Rev. B 94, 115434 (2016)
  30. I. Schwartz, D. Cogan, E. R. Schmidgall, L. Gantz, Y. Don, M. Zieliński, D. Gershoni
    Deterministic coherent writing of a long-lived semiconductor spin qubit using one ultrafast optical pulse
    Phys. Rev. B 92, 201201(R) (2015)
  31. M. Zieliński, K. Gołasa, M. R. Molas, M. Goryca, T. Kazimierczuk, T. Smoleński, A. Golnik, P. Kossacki, A. A. L. Nicolet, M. Potemski, Z. R. Wasilewski, A. Babiński
    Excitonic complexes in natural InAs/GaAs quantum dots
    Phys. Rev. B 91, 085303 (2015)
  32. M. Zieliński, Y. Don, D. Gershoni
    Atomistic theory of dark excitons in self-assembled quantum dots of reduced symmetry
    Phys. Rev. B 91, 085403 (2015)
  33. I. Schwartz, E. R. Schmidgall, L. Gantz, D. Cogan, E. Bordo, Y. Don, M. Zieliński, D. Gershoni
    Deterministic Writing and Control of the Dark Exciton Spin Using Single Short Optical Pulses
    Phys. Rev. X 5, 011009 (2015)
  34. F. Delgado, S. Loth, M. Zieliński, J. Fernandez-Rossier
    The emergence of classical behaviour in magnetic adatoms
    EPL (Europhysics Letters) 109, 57001 (2015)
  35. P. Wojnar, M. Zieliński, E. Janik, W. Zaleszczyk, T. Wojciechowski, R. Wojnar, M. Szymura, A. Kłopotowski, L. T. Baczewski, A. Pietruchik, M. Wiater, S. Kret, G. Karczewski, T. Wojtowicz, J. Kossut
    Strain-induced energy gap variation in ZnTe/ZnMgTe core/shell nanowires
    Appl. Phys. Lett. 104, 163111 (2014)
  36. M. Zieliński
    Excitonic fine structure of elongated InAs/InP quantum dots
    Phys. Rev. B 88, 155319 (2013)
  37. M. Zieliński
    Valence band offset, strain and shape effects on confined states in self-assembled InAs/InP and InAs/GaAs quantum dots
    J. Phys.: Condens. Matter 25, 465301 (2013)
  38. M. Zieliński
    Fine structure of light-hole excitons in nanowire quantum dots
    Phys. Rev. B 88, 115424 (2013)
  39. M. B. Bavinck, M. Zieliński, B. Witek, T. Zehender, E. Bakkers, V. Zwiller
    Controlling a Nanowire Quantum Dot Bandgap Using a Straining Dielectric Envelope
    Nano Lett. 12, 6202 (2012)
  40. M. Zieliński
    Including strain in atomistic tight-binding Hamiltonians: An application to self-assembled InAs/GaAs and InAs/InP quantum dots
    Phys. Rev. B 86, 115424 (2012)
  41. M. Zieliński
    Influence of substrate orientation on exciton fine structure splitting of InAs/InP nanowire quantum dots
    Nanoscale Research Letters 7, 265 (2012)
  42. M. Zieliński
    Multi-Scale Simulations of Semiconductor Nanostructures
    Acta Phys. Pol. A 122, 312 (2012)
  43. E. S. Kadantsev, M. Zieliński, P. Hawrylak
    Band engineering in nanowires: Ab initio model of band edges modified by (111) biaxial strain in group IIIA-VA semiconductors
    Phys. Rev. B 86, 085411 (2012)
  44. M. Chwastyk, P. Różański, M. Zieliński
    Atomistic Calculation of Coulomb Interactions in Semiconductor Nanocrystals: Role of Surface Passivation and Composition Details
    Acta Phys. Pol. A 122, 324 (2012)
  45. W. D. Sheng, M. Korkusinski, A. D. Guclu, M. Zieliński, P. Potasz, E. Kadantsev, O. Voznyy, P. Hawrylak
    Electronic and optical properties of semiconductor and graphene quantum dots
    Frontiers of Physics 7, 328 (2012)
  46. G. W. Bryant, M. Zieliński, Natalia Malkova, J. Sims, W. Jaskólski, J. Aizpurua
    Controlling the optics of quantum dots with nanomechanical strain
    Phys. Rev. B 84, 235412 (2011)
  47. G. W. Bryant, M. Zieliński, Natalia Malkova, J. Sims, W. Jaskólski, J. Aizpurua
    Effect of mechanical strain on the optical properties of quantum dots: Controlling exciton shape, orientation, and phase with a mechanical strain
    Phys. Rev. Lett. 105, 067404 (2010)
  48. E. S. Kadantsev, M. Zieliński, M. Korkusinski, P. Hawrylak
    Ab initio calculation of band edges modified by (001) biaxial strain in group IIIA-VA and group IIB-VIA semiconductors: Application to quasi-particle energy levels of strained InAs/InP quantum dot
    J. Appl. Phys. 107, 104315 (2010)
  49. M. Zieliński, M. Korkusinski, P. Hawrylak
    Atomistic tight-binding theory of multi-exciton complexes in a self-assembled InAs quantum dot
    Phys. Rev. B 81, 085301 (2010)
  50. M. Korkusinski, M. Zieliński, P. Hawrylak
    Multiexciton complexes in InAs self-assembled quantum dots
    J. Appl. Phys. 105, 122406 (2009)
  51. M. Korkusinski, P. Hawrylak, M. Zieliński, W. Sheng, G. Klimeck
    Building semiconductor nanostructures atom by atom
    Microelectronics Journal 39, 318 (2008)
  52. J. G. Diaz, G. W. Bryant, W. Jaskólski, M. Zieliński
    Theory of InP nanocrystals under pressure
    Phys. Rev. B 75, 245433 (2007)
  53. W. Jaskólski, M. Zieliński, G. W. Bryant, J. Aizpurua
    Strain effects on the electronic structure of strongly coupled self-assembled InAs/GaAs quantum dots: Tight-binding approach
    Phys. Rev. B 74, 195339 (2006)
  54. J. Diaz, M. Zieliński, W. Jaskólski, G. W. Bryant
    Tight-binding theory of ZnS/CdS nanoheterostructures. The role of strain and d orbitals
    Phys. Rev. B 74, 205309 (2006)
  55. J. Diaz, W. Jaskólski, M. Zieliński, G. W. Bryant
    Pressure-induced optoelectronic properties of InP nanocrystals: Tight-binding approach
    phys. stat. sol. (c) 3, No. 11, 3832–3835 (2006)
  56. M. Zieliński, W. Jaskólski, J. Aizpurua, G. W. Bryant
    Strain and spin-orbit effects in self-assembled quantum dots
    Acta Phys. Pol. A 108, 929 (2005)
  57. W. Jaskólski, M. Zieliński, A. Stróżecka, G. W. Bryant, J. Aizpurua
    Quantum Dot Molecules And Chains
    in Quantum Dots: Fundamentals, Applications, and Frontiers, B. A. Joyce, P. C. Kelires, A. G. Naumovets, D. D. Vvedensky (Eds.), NATO Science Series II, Vol. 190, pp. 257–268, Kluwer, Dordrecht (2005)
  58. W. Jaskólski, M. Zieliński, G. W. Bryant
    Coupling and Strain Effects in Vertically Stacked Double InAs/GaAs Quantum Dots: Tight Binding Approach
    Acta Phys. Pol. A 106, 193 (2004)
  59. A. Stróżecka, W. Jaskólski, M. Zieliński, G. W. Bryant
    Stark effect in semiconductor nanocrystals: Tight-binding approach
    Vacuum 74, 259 (2004)
  60. W. Jaskólski, M. Zieliński, G. W. Bryant
    Electronic properties of quantum-dot molecules and solids
    Physica E 17, 40 (2003)
  61. G. W. Bryant, J. Aizpurua, W. Jaskólski, M. Zieliński
    Tunnel-Coupled Quantum Dots: Atomistic Theory of Quantum Dot Molecules and Arrays
    Mat. Res. Soc. Symp. Proc. 737, 12 (2002)
  62. W. Jaskólski, G. W. Bryant, J. Planelles, M. Zieliński
    Artificial molecules
    Int. J. Quantum Chem. 90, 1075 (2002)