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.kilian@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