TSITSVERO, Mikhail

thumbnail image
TSITSVERO, Mikhail
Specially Appointed Assistant Professor
Contact

tsitsvero atmark icredd.hokudai.ac.jp

KOMATSUZAKI, Tamiki Group
Principal Investigator
Faculty Members
Postdoctoral Fellows
Research Collaborators
Staff

About the Research

Research Theme

Application of network/graph theory to chemical reaction design and analysis

Keyword

Graph theory, higher-order network theory, simplicial complexes, applications of persistent homology, spectral methods in network theory, machine learning over networks
Research Outline

My interests lie in the description of chemical reaction network properties that help us to relate complex dynamical system behavior of chemical species to the structure of the underlying graph/hypergraph.

Publications

2023

  • NMR Spectrum Prediction for Dynamic Molecules by Machine Learning: A Case Study of Trefoil Knot Molecule
    M. Tsitsvero, J. Pirillo, Y. Hijikata, T. Komatsuzaki, J. Chem. Phys., 2023, 21;158(19), 194108
    DOI: 10.1063/5.0147398