Automatic model construction with Gaussian processes

• Multi-fidelity modeling of net power savings of an actuated turbulent boundary layer

  2025 Computers & Fluids article Physics and Astronomy Model Reduction and Neural Networks

  0

  citations
• Towards autonomous learning and optimisation in textile production: data-driven simulation approach for optimiser validation

  2024 Journal of Intelligent Manufacturing article Engineering Digital Transformation in Industry Open access

  4

  citations
• Optimization strategy for coupled battery system design models using Gaussian Process Regression and Classification

  2022 Journal of Energy Storage article Engineering Advanced Battery Technologies Research

  7

  citations
• Soft-sensor based operation of a solid oxide fuel cell system with anode exhaust gas recirculation

  2022 Journal of Power Sources article Materials Science Advancements in Solid Oxide Fuel Cells

  3

  citations
• Learning-enhanced robust controller synthesis with rigorous statistical and control-theoretic guarantees

  2021 Proceedings of the IEEE Conference on Decision & Control, including the Symposium on Adaptive Processes conference-paper Engineering Stability and Control of Uncertain Systems Open access

  10

  citations
• Structured learning of rigid‐body dynamics: A survey and unified view from a robotics perspective

  2021 GAMM-Mitteilungen article Computer Science Reinforcement Learning in Robotics Open access

  25

  citations
• Efficient hybrid multiobjective optimization of pressure swing adsorption

  2021 Chemical Engineering Journal article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  57

  citations

7 results