Publications

Jan Heiland, Yongho Kim (2024). Polytopic Autoencoders with Smooth Clustering for Reduced-order Modelling of Flows.
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Jan Heiland, Yongho Kim, Steffen W. R. Werner (2024). Deep Polytopic Autoencoders for Low-dimensional Linear Parameter-varying Approximations and Nonlinear Feedback Design.
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Peter Benner, Jan Heiland (2023). Space and Chaos-Expansion Galerkin POD Low-order Discretization of PDEs for Uncertainty Quantification. Int. J. Numer. Methods Eng..
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Vipin Kumar, Jan Heiland, Peter Benner (2023). Projective lag quasi-synchronization of coupled systems with mixed delays and parameter mismatch: a unified theory. Neural Computing and Applications.
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Pavan L. Veluvali, Jan Heiland, Peter Benner (2023). MaRDIFlow: A Workflow Framework for Documentation and Integration of FAIR Computational Experiments. Proceedings of the 1st Conference on Research Data Infrastructure.
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Amritam Das, Jan Heiland (2023). Low-order Linear Parameter Varying Approximations for Nonlinear Controller Design for Flows.
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Jan Heiland, Steffen~W.~R. Werner (2023). Low-Complexity Linear Parameter-Varying Approximations of Incompressible Navier-Stokes Equations for Truncated State-Dependent Riccati Feedback. IEEE Control Syst. Lett..
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Ion Victor Gosea, Jan Heiland (2023). Implicit and explicit matching of non-proper transfer functions in the Loewner framework.
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Jingjing Zhang, Jan Heiland, Peter Benner, Xin Du (2023). Frequency-dependent Switching Control for Disturbance Attenuation of Linear Systems.
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Vipin Kumar, Jan Heiland, Peter Benner (2023). Exponential Lag Synchronization of Cohen-Grossberg Neural Networks with Discrete and Distributed Delays on Time Scales. Neural Processing Letters.
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