Rolf Findeisen

Germany

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Articles (18)

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2025

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2025

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2025

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2025

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2023

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2023

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2023

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2022

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2022

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2022

Collaborators (4)

Klaus-Robert Mueller

Full Professor

Technische Universität Berlin Universitätsbibliothek

GERMANY

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Katja Bettenbrock

Head of "Experimental Sytems Biology" Team

Max Planck Institute for Dynamics of Complex Technical Systems

GERMANY

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Sergio Lucia

Professor

Technische Universität Dortmund

GERMANY

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Kurt Driessens

University of Maastricht

NETHERLANDS

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Rolf Findeisen

Research Interests

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Articles (18)

Interpretation of high-dimensional regression coefficients by comparison with linearized compressing features

Flexible development and evaluation of machine‐learning‐supported optimal control and estimation methods via HILO‐MPC

Surrogate Modeling with Sensitivity-Based Experiment Design and Process Optimization of Seeded Cooling Crystallization: A Case Study on β-Form LGA

Deep learning-based image analysis with RTFormer network for measuring 2D crystal size distribution during cooling crystallization of β form L-glutamic acid

Privacy Preservation for Cloud-Edge-Collaborative Energy Management System Using Post-Quantum Homomorphic Encryption

Gaussian process-based online health monitoring and fault analysis of lithium-ion battery systems from field data

Fast Charging of Lithium-Ion Batteries While Accounting for Degradation and Cell-to-Cell Variability

Cross-Domain Authentication Scheme Based on Distributed Two-Layer Collaborative Blockchains for Cyber–Physical Power Systems

A Polynomial Chaos Approach to Robust Static Output-Feedback Control With Bounded Truncation Error

Concept for the Real-Time Monitoring of Molecular Configurations during Manipulation with a Scanning Probe Microscope

Safe hierarchical model predictive control and planning for autonomous systems

Flow-Inflated Selective Sampling for Efficient Agent-Based Dynamic Ride-Pooling Simulations

Nonlinear model predictive control for autonomous vehicle drifting

Safe Machine-Learning-Supported Model Predictive Force and Motion Control in Robotics

Toward Grassmannian Dimensionality Reduction in MPC

Closed-loop real-time optimization for unsteady operating production systems

Maximizing batch fermentation efficiency by constrained model‐based optimization and predictive control of adenosine triphosphate turnover

Scalable and Data Privacy Conserving Controller Tuning for Large-Scale Power Networks

Collaborators (4)

Klaus-Robert Mueller

Katja Bettenbrock

Sergio Lucia

Kurt Driessens

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