Pattern Recognition and Machine Learning

• Unsupervised learning of nanoindentation data to infer microstructural details of complex materials

  2024 Frontiers in Materials article Materials Science Machine Learning in Materials Science Open access

  8

  citations
• Efficiency enhancement of Li-ion battery electrode structuring by pulse burst processing: results of an automated study

  2024 conference-paper Engineering Laser Material Processing Techniques

  2

  citations
• Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight

  2023 arXiv (Cornell University) preprint Engineering Building Energy and Comfort Optimization Open access

  0

  citations
• Constitutional Challenges in the Algorithmic Society

  2021 Cambridge University Press eBooks book Social Sciences Digitalization, Law, and Regulation Open access

  51

  citations
• A Minimal Information Set To Enable Verifiable Theoretical Battery Research

  2021 ACS Energy Letters other Engineering Advancements in Battery Materials Open access

  30

  citations
• Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization

  2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  17

  citations

6 results