Probabilistic machine learning and artificial intelligence

• Applications of machine learning and deep learning in musculoskeletal medicine: a narrative review

  2025 European journal of medical research review Medicine Artificial Intelligence in Healthcare and Education Open access

  7

  citations
• Large-scale field data-based battery aging prediction driven by statistical features and machine learning

  2023 Cell Reports Physical Science article Engineering Advanced Battery Technologies Research Open access

  53

  citations
• Fostering Excellence in Knee Arthroplasty: Developing Optimal Patient Care Pathways and Inspiring Knowledge Transfer of Advanced Surgical Techniques

  2023 Journal of Healthcare Leadership article Medicine Total Knee Arthroplasty Outcomes Open access

  13

  citations
• AutoSourceID-FeatureExtractor

  2023 Astronomy and Astrophysics article Engineering Astronomical Observations and Instrumentation Open access

  5

  citations
• Predictive BIM with Integrated Bayesian Inference of Deterioration Models as a Four-Dimensional Decision Support Tool

  2023 CivilEng article Engineering Concrete Corrosion and Durability Open access

  8

  citations
• Automated geological model updates during TBM operation – An approach based on probabilistic machine learning concepts

  2022 Geomechanics and Tunnelling article Engineering Tunneling and Rock Mechanics

  4

  citations
• The probabilistic termination tool amber

  2022 Formal Methods in System Design article Computer Science Logic, programming, and type systems Open access

  5

  citations
• Task space adaptation via the learning of gait controllers of magnetic soft millirobots

  2021 The International Journal of Robotics Research article Engineering Soft Robotics and Applications Open access cited by 1 patent

  33

  citations
• Probabilistic modeling of an injectable aqueous crystalline suspension using influence networks

  2021 International Journal of Pharmaceutics article Materials Science Crystallization and Solubility Studies

  1

  citations
• The Probabilistic Termination Tool Amber

  2021 Lecture notes in computer science conference-paper Computer Science Logic, programming, and type systems

  15

  citations
• Learning of Sub-optimal Gait Controllers for Magnetic Walking Soft Millirobots

  2020 conference-paper Engineering Soft Robotics and Applications Open access cited by 1 patent

  22

  citations
• Seven Paradoxes of Business Process Management in a Hyper-Connected World

  2020 Business & Information Systems Engineering article Business, Management and Accounting Business Process Modeling and Analysis Open access

  89

  citations
• Machine learning-assisted enzyme engineering

  2020 Methods in enzymology on CD-ROM/Methods in enzymology book-chapter Biochemistry, Genetics and Molecular Biology Enzyme Catalysis and Immobilization

  122

  citations

13 results