Jonas Arruda
Affiliations
  • Life and Medical Sciences Institute (LIMES)
Research topics
  • Scientific Machine Learning
  • Simulation-Based Inference
  • Nonlinear Mixed Effects Modeling
  • Neural Density Estimation
Jonas Arruda did his BSc and MSc at the University of Bonn in Mathematics with a one year stay at the University of Barcelona. He completed his Master thesis in the group of Prof. Hasenauer, thereby shifting his focus towards Computational Biology. Following that, he started his Ph.D. at the University of Bonn in Oktober 2022 with a focus on simulation based inference. Additionally, Jonas gained a masters degree in Economics in 2024.
Selected publications

An amortized approach to non-linear mixed-effects modeling based on neural posterior estimation, Arruda et. al. (2024) - Proceedings of the 41st International Conference on Machine Learning, PMLR 235:1865-1901

Award for best talk by an early career researcher (BioInference Conference 2023)

Jonas Arruda

2003

Endenicher Allee 64

53115 Bonn

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