Dr. Lukas Schumacher

Postdoctoral Researcher at Center of Economic Psychology

Research Profiles: Google Scholar ResearchGate GitHub Web of Science ORCID

Research Interests

Decision making
Cognitive modeling
Evidence accumulation models
Reinforcement learning models
Dynamics in cognition
Amortized Bayesian inference

Publications

Schumacher, L., Schnuerch, M., Voss, A., & Radev, S. T. (2024). Validation and Comparison of Non-stationary Cognitive Models: A Diffusion Model Application. Computational Brain & Behavior. DOI

Schumacher, L., Bürkner, P.-C., Voss, A., Köthe, U., & Radev, S. T. (2023). Neural superstatistics for Bayesian estimation of dynamic cognitive models. Scientific Reports, 13(1). DOI

Schumacher, L., & Voss, A. (2023). Duration discrimination: A diffusion decision modeling approach. Attention, Perception, & Psychophysics, 85(2), 560–577. DOI

Radev, S. T., Schmitt, M., Schumacher, L., Elsemüller, L., Pratz, V., Schälte, Y., Köthe, U., & Bürkner, P.-C. (2023). Bayesflow: Amortized bayesian workflows with neural networks. Journal of Open Source Software, 8 (89), 5702. DOI

Work History

Since 2024: Postdoctoral Researcher, Department of Psychology, University of Basel
2020 - 2404: Doctoral Student, Department of Psychology, Heidelberg University
2019 - 2020: Research Assistant, Department of Psychology, Swiss Distant University Institute
2016 - 2019: Student Research Assistant, Department of Psychology, University of Bern

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