Dr Marcin Jastrzebski

School of Mathematical and Physical Sciences

Research Associate

Marcin Jastrzebski
Profile picture of Marcin Jastrzebski
m.jastrzebski@sheffield.ac.uk
Hicks Building

Full contact details

Dr Marcin Jastrzebski
School of Mathematical and Physical Sciences
Hicks Building
Hounsfield Road
Sheffield
S3 7RH
Profile

In 2025, I joined Prof. Oleksandr Kyriienko's group at the Sheffield Quantum Centre through the QCi3 (Quantum Computing via Integrated and Interconnected Implementations) Hub to work on quantum machine learning (QML).

My PhD at UCL (2021-2025) focused on applying QML algorithms to high energy physics problems. 

I obtained my undergraduate degree form Lancaster University in 2021.

Research interests

Theory and practice of quantum machine learning, learning with quantum data

Summary of Research Project(s)

Sheffield:
Quantum machine learning in integrated photonic devices, learning on multiple quantum states, QML on hardware, quantum solvers for stochastic differential equations
Previously:
Spectral bias in quantum machine learning, early QML methods in particle physics analyses

Publications

Journal articles

  • Duffy C, Jastrzebski M, Vergani S, Whitehead LH, Cross R, Blake A, Malik S & Marshall J (2025) . Physical Review D, 112(9).
  • Duffy C, Hassanshahi M, Jastrzebski M & Malik S (2025) . Quantum Machine Intelligence, 7(1).
  • Gehér GP, Jastrzebski M, Campbell ET & Crawford O (2025) . npj Quantum Information, 11(1).
  • Hassanshahi MH, Jastrzebski M, Malik S & Lahav O (2023) . RAS Techniques and Instruments, 2(1), 752-759.
  • Duckett P, Facini G, Jastrzebski M, Malik S, Scanlon T & Rettie S () . Physical Review D, 109(5).

Preprints

  • Duffy C & Jastrzebski M (2025) Spectral Bias in Variational Quantum Machine Learning.
  • Duffy C, Jastrzebski M, Vergani S, Whitehead LH, Cross R, Blake A, Malik S & Marshall J (2025) LArTPC hit-based topology classification with quantum machine learning and symmetry.
  • Gehér GP, Jastrzebski M, Campbell ET & Crawford O (2024) To reset, or not to reset -- that is the question.
  • Duffy C, Hassanshah M, Jastrzebski M & Malik S (2024) Unsupervised Beyond-Standard-Model Event Discovery at the LHC with a Novel Quantum Autoencoder.
  • Duckett P, Facini G, Jastrzebski M, Malik S, Rettie S & Scanlon T (2022) Reconstructing charged particle track segments with a quantum-enhanced support vector machine.
Research group

Prof. Oleksandr Kyriienko's group at the Sheffield Quantum Centre