Fabian Jirasek

Junior Professor of Machine Learning in Process Engineering

JP Dr.-Ing. Fabian Jirasek

Department of Mechanical and Process Engineering
Laboratory of Engineering Thermodynamics
TU Kaiserslautern
Erwin-Schrödinger-Straße 44
Building 44/413
67663 Kaiserslautern


Tel.: +49(0)631 205-4685
Fax: +49(0)631 205-3835

E-Mail: fabian.jirasek@mv.uni-kl.de

Research Focus

Fabian Jirasek's research focuses on Machine Learning in Process Engineering.

  • Prediction of fluid properties with Machine Learning (ML)
  • Development of hybrid approaches: integration of physical knowledge in ML methods
  • Interpretability of ML methods in process engineering
  • Design of Experiment and Active Learning
  • Automation of chemical plants

Teaching

Winter Term

Office Hours

Publications / Presentationsr

    Career

    since 09/2020

    Junior Professor of Machine Learning in Process Engineering, TU Kaiserslautern

    04/2020 - 08/2020

    Postdoc, Laboratory of Chemical Process Engineering, TU Munich (TUM)

    08/2019 - 03/2020

    Postdoc, Department of Computer Science, University of California Irvine (UCI)

    06/2019

    PhD in Engineering with the Dissertation "Thermodynamic Modeling of Complex and Poorly Specified Mixtures", TU Kaiserslautern

    01/2015 - 07/2019

    PhD Student, Laboratory of Engineering Thermodynamics (LTD), TU Kaiserslautern

    07/2014 - 10/2014

    Scientific Assistant, Institute of Technical Thermodynamics and Refigeration (ITTK), Karlsruhe Institut of Technology (KIT)

    10/2008 - 06/2014

    Studies in Biochemical Engineering, Karlsruhe Institute of Technology (KIT)

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    Last Change: September 19th 2020