Staff Paolo Climaco, M.Sc.

Address:
Institut für Numerische Simulation
Friedrich-Hirzebruch-Allee 7
53115 Bonn
Phone: +49 228 73-69756
Office: FHA7 1.046
E-Mail: ed tod nnob-inu tod sni ta ocamilca tod b@foo tod de

Research Projects

Current

DKZ.2R Rhein-Ruhr Zentrums für wissenschaftliche Datenkompetenz

Datenkompetenzzentren für die Wissenschaft.

Details.

Completed

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

BMBF.

Details.

Publications

  1. On minimizing the training set fill distance in machine learning regression. P. Climaco and J. Garcke. Journal of Data-centric Machine Learning Research, 2024. BibTeX PDF arXiv DMLR
  2. 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 Informed Machine Learning. 2023. BibTeX PDF arXiv
  3. 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