Methods Center

Dr. Pascal Kilian

Research Scientist at the Methods Center

Office
Methods Center
Hölderlinstraße 29
72074 Tübingen

 +49 7071 29 74694
Fax: +49 7071 29 35264
pascal.kilianspam prevention@uni-tuebingen.de


Research

Main Research Interests

Applied Research

  • Research in the field of soccer
    • Scientific Support for the DFB TID (Talent Identification and Development) Program
    • Prognostic relevance of talent predictors
    • Game analytics

Method Development

Machine learning in social and behavioral sciences (modeling human behavior) and linking machine learning and psychometrics

  • Latent Variables
    • Auto-Encoders and Variational Auto-Encoders
  • (Multi-level) sequential data
    • Linking Multi-level models and recurrent neural networks (RNNS)

Curriculum Vitae

since 12/2018
Postdoc at the Methods Center

University of Tübingen

Doctoral Award for Excellent PhD Thesis

by the University of Tübingen (Tübingen School of Education)

07/2018
Promotion (Dr. rer. nat.)

at the Department of Mathematics (Title: On CK, PCK and Student Dropout in the Early Phase of Math (Teacher) Education at University)

03/2018 - 08/2018
Research Scientist (Doctoral Candidate)

at the Methods Center, University of Tübingen

03/2017 - 08/2018
Project "SAM"

Sub-Project Manager Funded by the Federal Ministry of Education and Research (BMBF)

10/2014 - 04/2017
Project "Entwicklungsverbund 3"

at the Deutsche Telekom Stiftung (Project leadership)

01/2014 - 03/2018
Research Scientist (Doctoral Candidate)

at the Department of Mathematics, University of Tübingen

10/2009 - 12/2013
Research Assistant

at the Department of Mathematics, University of Tübingen

10/2007 - 10/2012
Studies in Mathematics and Physics

at the University of Tübingen