Pattern Recognition and Machine Learning

• Discovery of fatigue strength models via feature engineering and automated eXplainable machine learning applied to the welded transverse stiffener

  2025 International Journal of Fatigue article Engineering Fatigue and fracture mechanics Open access

  9

  citations
• Spatial Link Prediction: Learning topological relationships in MEP systems

  2025 Advanced Engineering Informatics article Computer Science Data Management and Algorithms Open access

  8

  citations
• Is There a Future for Stochastic Modeling in Business and Industry in the Era of Machine Learning and Artificial Intelligence?

  2025 Applied Stochastic Models in Business and Industry article Engineering Fault Detection and Control Systems Open access

  7

  citations
• Error mitigation in brainbox quantum autoencoders

  2025 Scientific Reports article Computer Science Quantum Computing Algorithms and Architecture Open access

  1

  citations
• Identifying the validity domain of machine learning models in building energy systems

  2023 Energy and AI article Energy Energy Efficiency and Management Open access

  15

  citations
• Stochastic Signals and Estimation

  2023 other Computer Science Speech and Audio Processing

  0

  citations
• Detecting and approximating decision boundaries in low-dimensional spaces

  2023 Numerical Algorithms article Mathematics Numerical methods in inverse problems Open access

  2

  citations
• Finding Needles in Haystack: Formal Generative Models for Efficient Massive Parallel Simulations

  2023 conference-paper Decision Sciences Simulation Techniques and Applications

  0

  citations
• Physics-informed neural networks applied to catastrophic creeping landslides

  2023 Landslides article Environmental Science Landslides and related hazards Open access

  42

  citations
• Automated Analysis of Continuum Fields from Atomistic Simulations Using Statistical Machine Learning

  2022 Advanced Engineering Materials article Materials Science Machine Learning in Materials Science Open access

  3

  citations
• Towards Faster Continuous Multi-Channel HRTF Measurements Based On Learning System Models

  2022 ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) conference-paper Engineering Control Systems and Identification Open access

  5

  citations
• Quantum SVR for Chlorophyll Concentration Estimation in Water With Remote Sensing

  2022 IEEE Geoscience and Remote Sensing Letters article Computer Science Quantum Computing Algorithms and Architecture

  16

  citations
• Defect localization during laser microwelding of battery connectors using long exposure imaging and few-shot learning

  2022 Procedia CIRP article Engineering Welding Techniques and Residual Stresses Open access

  1

  citations
• Analysis of Turbulent Reacting Jets via Principal Component Analysis

  2020 Springer eBooks book-chapter Engineering Combustion and flame dynamics

  7

  citations
• MCMC for Bayesian Uncertainty Quantification from Time-Series Data

  2020 Lecture notes in computer science conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access

  2

  citations

15 results