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researcher

G. Wellawatte

5 papers hereh-index 11524 citations15 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author3

Across the 4 of 5 papers where every author was matched, so the position is known.

fields
  • q-bio.QM2
  • cs.AI1
  • cs.LG1
  • physics.chem-ph1

identity via Semantic Scholar / OpenAlex

activity
20202025
most citedGraph Neural Network Based Coarse-Grained Mapping Prediction

58 citations · 97 across the 5 of their papers we have counts for

collaborators
Showing physics.chem-phShow all

1 paper · 1 filter

physics.chem-ph2023★ 6 cited

Extracting human interpretable structure-property relationships in chemistry using XAI and large language models

Geemi P. Wellawatte, Philippe Schwaller

Explainable Artificial Intelligence (XAI) is an emerging field in AI that aims to address the opaque nature of machine learning models. Furthermore, it has been shown that XAI can…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.