Research Overview

I am a PhD candidate in quantum machine learning at the University of Warsaw (Faculty of Mathematics, Informatics and Mechanics). My research focuses on photonic quantum computing architectures, reservoir computing with quantum memristors, and quantum algorithms for time-series forecasting.

Education

• PhD in Computer Science2021 – 2027 (expected)
  University of Warsaw, Faculty of Mathematics, Informatics and Mechanics

  Topic: Employing multiphoton quantum interference for selected quantum information processing tasks

  Supervisor: Prof. Magdalena Stobińska
• M.Sc. in Theoretical Physics2018 – 2021
  University of Wrocław, Faculty of Physics and Astronomy

  Thesis: Strong correlations in open quantum systems (Grade: 5.0 / 5.0)

  Supervisor: Prof. Piotr Ługiewicz
• B.Sc. in Theoretical & Experimental Physics2015 – 2018
  University of Wrocław, Faculty of Physics and Astronomy

  Thesis: Investigation of MINERvA experiment data using NuWro Monte Carlo generator with spectral function model (Grade: 5.0 / 5.0)

  Supervisor: Prof. Jan T. Sobczyk

Publications

• Experimental neuromorphic computing based on quantum memristor2026
  PRX Quantum · DOI arXiv

  Selimović, M., Agresti, I., Siemaszko, M., Morris, J., Dakić, B., Albiero, R., Crespi, A., Ceccarelli, F., Osellame, R., Stobińska, M., & Walther, P.
• Rapid training of quantum recurrent neural networks2023
  Quantum Machine Intelligence, 5(2), 31 · DOI arXiv

  Siemaszko, M., Buraczewski, A., Le Saux, B., & Stobińska, M.
• Data-based two-body current contribution to the neutrino-nucleus cross section2020
  Physical Review C, 102(1), 015502 · DOI arXiv

  Bonus, T., Sobczyk, J. T., Siemaszko, M., & Juszczak, C.

Scientific Visits & Internships

• Visiting Researcher06/2026 – 07/2026
  Okinawa Institute of Science and Technology, Okinawa, Japan

  Collaborated with Bill Munro on developing quantum architectures for time-series forecasting based on quantum memristors.
• Short Scientific Visits10/2023, 04/2024, {03, 04, 10}/2025
  University of Vienna, Vienna, Austria

  Short research visits (1–2 days each) to the group of Philip Walther, collaborating on the practical application of quantum memristors for time-series forecasting. Resulted in a joint publication in PRX Quantum.
• Visiting Researcher02/2022 – 06/2022
  European Space Agency (ESA Φ-lab), ESRIN, Frascati, Italy

  Collaborated with Bertrand Le Saux on continuous-variable quantum recurrent neural networks (CV-QRNN) for satellite Earth observation time-series data, resulting in a joint publication in Quantum Machine Intelligence.
• Research Assistant10/2017 – 09/2019
  University of Wrocław, Wrocław, Poland

  Development and validation of the NuWro Monte Carlo neutrino event generator under the supervision of Jan Sobczyk, culminating in a publication in Physical Review C.
• Research Intern07/2017
  Institute of Nuclear Physics Polish Academy of Sciences, Kraków, Poland

  Three-week student research internship supervised by Magdalena Sławińska, analyzing collider physics data. Together with my project partner, won the Audience Award for the best presentation titled: Analysis of Higgs and W boson coupling using angular distributions of charged leptons.

Talks & Presentations

• Quantum Infinity for You03/2026
  FUW, Warsaw, Poland

  Talk: Introduction to gate-based quantum computing
• Quantum Information Seminar10/2025
  FUW, Warsaw, Poland

  Talk: Neuromorphic computing with quantum memristors
• Quantum Techniques in Machine Learning (QTML 2025)11/2025
  Singapore

  Poster: Quantum reservoir computing with multiple photonic memristors and skip connections
• Quantum Certification Conference+ (QUACC+)05/2025
  Warsaw, Poland

  Poster: Time series prediction with photonic quantum memristors
• Masovian Symposium on Quantum, Optical and Atomic Physics06/2024
  Warsaw, Poland

  Poster: Time series prediction with quantum memristor
• QUANTUMatter 202405/2024
  San Sebastian, Spain

  Poster: Time series processing with quantum memristor
• Quantum Techniques in Machine Learning (QTML 2022)11/2022
  Naples, Italy

  Talk: Rapid training of quantum recurrent neural networks
• European Conference on Machine Learning (ECML-PKDD 2022)09/2022
  Grenoble, France

  Poster: Rapid training of quantum recurrent neural networks
• Information Theory Seminar11/2022
  MIM UW, Warsaw, Poland

  Talk: Introduction to quantum computing
• T2K Collaboration Meeting04/2019
  Tokai, Japan

  Talk: Data-driven adjustments of the spectral function model in NuWro
• T2K Collaboration Meeting12/2018
  Tokai, Japan

  Talk: Investigating data discrepancies in NuWro with the spectral function model

Seasonal Schools

• Winter Innovation School12/2025
  Warsaw, Poland
• Quantum Machine Learning: Theory Meets Experiments04/2025
  Vienna, Austria
• Summer School on Mid-Infrared Quantum Sensing and Tech.06/2024
  Warsaw, Poland
• Summer School: Mathematical Foundations of Quantum ML07/2023
  Trento, Italy
• VCQ & AppQInfo Summer School 202208/2022 – 09/2022
  Vienna, Austria
• Esquisses Summer School07/2022
  Porquerolles, France
• VIII International Pontecorvo Neutrino Physics School09/2019
  Sinaia, Romania

Other

• Skłodowska Quantum Conference10/2024
  Warsaw, Poland

  Co-organizer; responsible for the conference website, participant badges, and program schedule.
• Erasmus Programme02/2019 – 07/2019
  University of Groningen, Groningen, The Netherlands

  Studing one semester of theoretical physics