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• ▲ Martin Grohe

  RWTH Aachen University Computer Science
  12.9k

  citations

  50

  h-index

  107

  Aachen papers
• ▲ Sandra Kiefer

  University of Oxford · RheinMain University of Applied Sciences Computer Science
  214

  citations

  8

  h-index

  9

  Aachen papers
• ▲ Erkal Selman

  RWTH Aachen University Computer Science
  81

  citations

  4

  h-index

  1

  Aachen papers
• ▲ Timo Gervens

  RWTH Aachen University Computer Science
  5

  citations

  2

  h-index

  4

  Aachen papers

4 results

• Graph Neural Networks for Prediction of Fuel Ignition Quality

  2020 Energy & Fuels article Materials Science Machine Learning in Materials Science

  142

  citations
• Molecular machine learning in chemical process design

  2026 Current Opinion in Chemical Engineering review Materials Science Machine Learning in Materials Science Open access

  5

  citations
• Graphs Identified by Logics with Counting

  2021 ACM Transactions on Computational Logic article Computer Science Advanced Graph Theory Research Open access

  5

  citations
• Exploring data augmentation: Multi-task methods for molecular property prediction

  2025 Computers & Chemical Engineering article Materials Science Machine Learning in Materials Science Open access

  2

  citations
• Graph Neural Networks for Prediction of Fuel Ignition Quality

  2020 ChemRxiv preprint Materials Science Machine Learning in Materials Science Open access

  1

  citations
• Tabular foundation models for in-context prediction of molecular properties

  2026 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access

  0

  citations

6 results