Maren Philipps
Affiliations
  • Life and Medical Sciences Institute (LIMES)
  • Bonn Center for Mathematical Life Sciences
Research topics
  • Systems Biology
  • Mechanistic Models of Dynamical Processes
  • Hybrid mechanistic and neural network models
  • Endocrine systems
Maren studied Biology (B.Sc.) and Life Science Informatics (M.Sc.) before joining the group to leverage mathematical methods for exploring biological processes at the systems level. Her PhD research focuses on developing methods that combine mechanistic modelling and deep learning to study partially understood biological systems. A central theme of her work is improving interpretability through regularisation. She also employs mathematical modelling to explore the coordination of biochemical processes, such as endocrine regulation and information processing. Current projects include (1) mechanistic modelling of the hypothalamic–pituitary–adrenal (HPA) axis, and (2) signal transduction at the cell membrane. Collaboration opportunities and scientific exchange are gladly received by email, particularly on endocrine systems biology.
Selected publications

Philipps, M., Schmid, N. & Hasenauer, J. (2025). Current state and open problems in universal differential equations for systems biology. npj Systems Biology and Applications 11 (1), 1-15.

Philipps, M., Körner, A., Vanhoefer, J., Pathirana, D. & Hasenauer, J. (2024). Non-negative universal differential equations with applications in systems biology. IFAC-PapersOnLine 58, 25–30. 

Stürner, T., Castro, A. F., Philipps, M., Cuntz, H., & Tavosanis, G. (2022). The branching code: A model of actin-driven dendrite arborization. Cell Reports, 39(4), 110746. 

Maren Philipps
Maren Philipps

Endenicher Allee 64

53115 Bonn

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