Articles by Jan-Hendrik Niemann | Synthical

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4

Koopman-Based Surrogate Models for Multi-Objective Optimization of Agent-Based Systems

30 January 2024 by Jan-Hendrik Niemann and others

Dynamical Systems, Optimization and Control

Multilevel Optimization for Policy Design with Agent-Based Epidemic Models

5 April 2023 by Jan-Hendrik Niemann and others at

Freie Universität Berlin

Optimization and Control, Dynamical Systems

Data-driven model reduction of agent-based systems using the Koopman generator

11 May 2021 by Jan-Hendrik Niemann and others

Dynamical Systems, Machine Learning

Data-driven approximation of the Koopman generator: Model reduction, system identification, and control

13 February 2020 by Stefan Klus and others

Dynamical Systems, Machine Learning

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Dynamical Systems Optimization and Control Machine Learning