Research

I am an assistant professor at the Institute of Physics, Nicolaus Copernicus University (NCU), Grudziadzka 5, 87-100 Toruń, Poland.

My research involves using statistical physics and machine learning to develop advanced simulation techniques for exploring complex physical systems.

My group currently focuses on Spectral Map, a statistical learning method for constructing collective variables.

Contact us at: jr@fizyka.umk.pl

Recent publications:

• J. Rydzewski
  Spectral Map for Slow Collective Variables, Markovian Dynamics, and Transition State Ensembles
  J. Chem. Theory Comput. 20, 7775 (2024)
  doi:10.1021/acs.jctc.4c00428

• J. Rydzewski, T. Gökdemir
  Learning Markovian Dynamics with Spectral Maps
  J. Chem. Phys. 160, 091102 (2024)
  doi:10.1063/5.0189241

• J. Rydzewski
  Spectral Map: Embedding Slow Kinetics in Collective Variables
  J. Phys. Chem. Lett. 14, 5216 (2023)
  doi:10.1021/acs.jpclett.3c01101