Dr. Kostiantyn Hubaiev


Dr. Kostiantyn Hubaiev (Konstantin Gubaev) is a Senior Researcher at FIZ Karlsruhe with Prof. Dr. Harald Sack. He received profound knowledge of physical and mathematical disciplines during his Bachelor, and while Master he worked closely with industry-oriented metal processing facilities. During his PhD he obtained a machine learning expertise and from that time onwards, was applying machine learning methods in conjunction with the first-principles methods, providing a new paradigm in materials science research. During his PhD he was among the main developers of the MLIP package for the Moment Tensor Potentials (https://mlip.skoltech.ru/) which is now used by numerous research groups worldwide. 

  • 2015-2019 – PhD in Materials Science, Skolkovo Institute of Science and Technology
  • 2013-2015 – Master in Physical Metallurgy, E.O. Paton Electrical Welding Institute
  • 2009-2013 – Bachelor in Applied Physics and Mathematics, Moscow Institute of Physics and Technology

Work Experience:

  • 2021-2023 – Postdoc researcher in University Stuttgart, Chemistry Department
  • 2019-2021 – Postdoc researcher in TU Delft, Maritime Engineering Department
  • October 2014 - April 2015 – Research assistant ISF RWTH Aachen, Simulation Department
  • June 2011 – June 2012 Programmer in Moscow Institute of Physics and Technology, Department of Higher Mathematics

ORCID profile: https://orcid.org/0000-0003-2612-8515