Adaptive Computation and Machine Learning

• Human-in-the-loop control strategy for IoT-based smart thermostats with Deep Reinforcement Learning

  2025 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

  7

  citations
• Learning Battery Model Parameter Dynamics From Data With Recursive Gaussian Process Regression

  2025 Journal of Dynamic Systems Measurement and Control article Engineering Advanced Battery Technologies Research Open access

  15

  citations
• Towards the Integration of an Aerodynamic Variable Fidelity Surrogate Model Into a Conceptual Aircraft Design Environment

  2025 AIAA SciTech Forum conference-paper Environmental Science Advanced Aircraft Design and Technologies

  2

  citations
• One for All, All for Ascon: Ensemble-Based Deep Learning Side-Channel Analysis

  2024 Lecture notes in computer science conference-paper Computer Science Cryptographic Implementations and Security Open access

  17

  citations
• Optimization of Industrial Robot Grasping Processes with Q-Learning

  2023 International Conference on Control and Robotics (ICCR) conference-paper Engineering Robot Manipulation and Learning

  3

  citations
• Deep representation learning and reinforcement learning for workpiece setup optimization in CNC milling

  2023 Production Engineering article Engineering Manufacturing Process and Optimization Open access

  14

  citations
• Towards global parameter estimation exploiting reduced data sets

  2023 Optimization methods & software article Mathematics Advanced Optimization Algorithms Research Open access

  3

  citations
• Path classification by stochastic linear recurrent neural networks

  2022 Advances in Continuous and Discrete Models article Computer Science Neural Networks and Applications Open access

  3

  citations
• Model-based Control of the Strip Roughness in Cold Rolling

  2021 IFAC-PapersOnLine article Engineering Industrial Technology and Control Systems Open access

  9

  citations
• CHEOPS observations of the HD 108236 planetary system: a fifth planet, improved ephemerides, and planetary radii

  2021 Repository of the Academy's Library (Library of the Hungarian Academy of Sciences) article Physics and Astronomy Stellar, planetary, and galactic studies Open access

  61

  citations
• Probabilistic direction-dependent ionospheric calibration for LOFAR-HBA

  2020 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Radio Astronomy Observations and Technology

  10

  citations
• A probabilistic approach to direction-dependent ionospheric calibration

  2020 Springer Link (Chiba Institute of Technology) article Physics and Astronomy Radio Astronomy Observations and Technology

  9

  citations

12 results