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Optibrium (United Kingdom)

United Kingdom

2 papers here3 citations across 2
fields
  • astro-ph.GA1
  • cs.LG1
ROR 00djq1r46OpenAlex

affiliations via OpenAlex

most citedImproving Predictions of Molecular Properties with Graph Featurisation and Heterogeneous Ensemble Models

2 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

  • Bailey Montefiore1 · h 1
  • Charlotte E. Wharrick1 · h 1
  • Himani Tandon1 · h 1
  • M. Öeren1 · h 10
  • M. Parker1 · h 2
  • M. Segall1 · h 2
  • S. Mahmoud1 · h 1
collaborating institutions
  • Arcetri Astrophysical ObservatoryIT1 paper
  • Astronomical Observatory of RomeIT1 paper
  • Astrophysics Science DivisionUS1 paper
  • California Institute of TechnologyUS1 paper
  • Clemson UniversityUS1 paper
  • Covance (United Kingdom)GB1 paper
  • Czech Academy of Sciences, Astronomical InstituteCZ1 paper
  • Department of Science,Technology and InnovationZA1 paper
  • Durham UniversityGB1 paper
  • Eureka ScientificUS1 paper
  • Excellence Cluster UniverseDE1 paper
  • Goddard Space Flight CenterUS1 paper
Showing cs.LGShow all

1 paper · 1 filter

cs.LG2025★ 2 cited

Improving Predictions of Molecular Properties with Graph Featurisation and Heterogeneous Ensemble Models

Michael L. Parker, Samar Mahmoud, Bailey Montefiore +4

We explore a "best-of-both" approach to modelling molecular properties by combining learned molecular descriptors from a graph neural network (GNN) with general-purpose descriptors…

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