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Dr. Maximilian Klemp-Weins

DSHS Cologne

Postdoctoral Researcher

German, English

Sports Informatics

Quantitative methods

> 200/h tutored

About

My name is Max, and I earned my Ph.D. in Sports Informatics, focusing on quantitative game analysis. I am currently a postdoctoral researcher at the Institute for Training Science and Sports Informatics at the German Sport University Cologne. My research focuses, among other things, on match prediction and the identification of key performance indicators (KPIs) in soccer. I am fascinated by the statistical phenomena of the game and the quantification of tactical aspects. I am currently advising several doctoral students and, on average, five bachelor’s and master’s theses per semester.

Academic track record

PhD at DSHS Cologne - Dissertation in Training science and sports informatics

Methodological Aspects of Quantitative Game Analysis

Master of Science at DSHS Cologne - Master in Exercise Science & Coaching

The Impact of Running Distance on Performance in Soccer

Bachelor of Science at DSHS Cologne - Bachelor in Politics and Public Administration

Blood Flow Restriction Training in Soccer

Top publications

In-play forecasting in football using event and positional data

Scientific Reports

The influence of running performance on scoring the first goal in a soccer match

International Journal of Sports Science & Coaching

Individual attention capacity enhances in-field group performances in soccer

International Journal of Sport and Exercise Psychology

Skills and focus areas

Sports ScienceSports InformaticsComputer ScienceStatisticsSystematic Literature Review According to PRISMAMeta-analysesStatistical ModelsMachine Learning