Winkelmann

Contact

Position
Head of Research Group
Room
4104
Phone
+49 30 84185-156
Email

Projects

Projects as Head

Pareto-ML-Optimization-Cycle

AA1-19 Drug Candidates as Pareto Optima in Chemical Space

The search for novel drug candidates that, at the same time, act with high efficacy, comply with defined chemical properties, and also show low off-target effects can be...

AA1-19 Drug Candidates as Pareto Optima in Chemical Space
Oscillator

Synchronization and Geometric Structures of Stochastic Biochemical Oscillators

We study synchronization due to noise and/or coupling in dynamical systems with multiple time scales. The challenge of taming nonuniformly hyperbolic structures is faced...

Synchronization and Geometric Structures of Stochastic Biochemical Oscillators
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Math-Powered Drug Design

This project aims at the creation of a MATH+ success story around the mathematics of drug design. It proposes a new drug design strategy for G-protein coupled receptors...

Math-Powered Drug Design
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Concentration Effects and Collective Variables in Agent-Based Systems

Agent-based models (ABMs) are often high-dimensional and complex, making simulations costly and formal analysis hard. Low-dimensional model reduction is hence of great...

Concentration Effects and Collective Variables in Agent-Based Systems