On bayesian methods for seeking the extremum

• Learning to bin: differentiable and Bayesian optimization for multi-dimensional discriminants in high-energy physics

  2026 The European Physical Journal C article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• A Guide to Bayesian Optimization in Bioprocess Engineering

  2026 Biotechnology and Bioengineering article Decision Sciences Optimal Experimental Design Methods Open access

  14

  citations
• Bayesian experimental design in production engineering: a comprehensive performance and robustness study

  2026 Frontiers in Manufacturing Technology article Decision Sciences Optimal Experimental Design Methods Open access

  0

  citations
• Efficient Generation of Torsional Energy Profiles by Multifidelity Gaussian Processes for Hindered Rotor Corrections

  2024 Journal of Chemical Theory and Computation article Physics and Astronomy Advanced Chemical Physics Studies

  5

  citations
• Extrapolation of Hydrodynamic Pressure in Lubricated Contacts: A Novel Multi-Case Physics-Informed Neural Network Framework

  2024 Lubricants article Physics and Astronomy Model Reduction and Neural Networks Open access

  19

  citations
• FAST COMPUTATION OF LUBRICATED CONTACTS: A PHYSICS- INFORMED DEEP LEARNING APPROACH

  2024 conference-paper Physics and Astronomy Model Reduction and Neural Networks Open access

  5

  citations
• High Dimensional Bayesian Optimization with Kernel Principal Component Analysis

  2022 Lecture notes in computer science conference-paper Decision Sciences Advanced Bandit Algorithms Research

  15

  citations
• An Efficient Contesting Procedure for AutoML Optimization

  2022 IEEE Access article Computer Science Machine Learning and Data Classification Open access

  11

  citations
• Efficient AutoML via Combinational Sampling

  2021 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Machine Learning and Data Classification Open access

  3

  citations
• Improved Automated CASH Optimization with Tree Parzen Estimators for Class Imbalance Problems

  2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Computer Science Machine Learning and Data Classification Open access

  12

  citations
• Bayesian neural architecture search using a training-free performance metric

  2021 Applied Soft Computing article Computer Science Machine Learning and Data Classification Open access

  24

  citations
• Segmentation of photovoltaic module cells in uncalibrated electroluminescence images

  2021 RWTH Publications (RWTH Aachen) article Engineering Industrial Vision Systems and Defect Detection Open access

  79

  citations

12 results