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researcher

Aik Rui Tan

5 papers hereh-index 7442 citations9 works total

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

author position
  • first author3
  • middle author2

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

fields
  • cs.LG3
  • cond-mat.mtrl-sci2

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedSingle-model uncertainty quantification in neural network potentials does not consistently outperform model ensembles

94 citations · 182 across the 5 of their papers we have counts for

collaborators
Showing 2024Show all

1 paper · 1 filter

cs.LG2024★ 7 cited

Enhanced sampling of robust molecular datasets with uncertainty-based collective variables

Aik Rui Tan, Johannes C. B. Dietschreit, Rafael Gomez-Bombarelli

Generating a data set that is representative of the accessible configuration space of a molecular system is crucial for the robustness of machine learned interatomic potentials (ML…

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