Staff Dr. Paolo Climaco

Mr. Climaco is now at University of California, Los Angeles (UCLA). This page is no longer maintained.

E-Mail: ed tod nnob-inu tod sni ta ocamilca tod b@foo tod de

Completed Research Projects

DKZ.2R Rhein-Ruhr Zentrums für wissenschaftliche Datenkompetenz

Datenkompetenzzentren für die Wissenschaft.

Details.

Mathematik für maschinelle Lernmethoden für Graph-basierte Daten mit integriertem Domänenwissen

BMBF.

Details.

Publications

  1. On the interplay of subset selection and informed graph neural networks. N. Breustedt, P. Climaco, J. Garcke, J. Hamaekers, G. Kutyniok, D. A. Lorenz, R. Oerder, and C. V. Shukla. In D. Schulz and C. Bauckhage, editors, Informed Machine Learning, pages 207–233. Springer Nature Switzerland, Cham, 2025. BibTeX PDF DOI arXiv
  2. Passive and model-agnostic sampling for training data development in machine learning regression. P. Climaco. Doktorarbeit, Institut für Numerische Simulation, Universität Bonn, 2025. BibTeX PDF
  3. On minimizing the training set fill distance in machine learning regression. P. Climaco and J. Garcke. Journal of Data-centric Machine Learning Research, 1(14):1–36, 2024. BibTeX PDF arXiv DMLR
  4. Multi-resolution Dynamic Mode Decomposition for damage detection in wind turbine gearboxes. P. Climaco, J. Garcke, and R. Iza-Teran. Data-Centric Engineering, 4:e1, 2023. preprint available as INS Preprint 2103. BibTeX DOI arXiv