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Aubrey Toland

5 papers hereh-index 8418 citations10 works total

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

author position
  • middle author5

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

fields
  • cond-mat.mtrl-sci2
  • cs.LG1
  • physics.chem-ph1
  • physics.geo-ph1

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedPolymer informatics at-scale with multitask graph neural networks

118 citations · 170 across the 4 of their papers we have counts for

collaborators
Showing 2023 · cs.LGShow all

1 paper · 2 filters

cs.LG2023★ 3 cited

PolyGET: Accelerating Polymer Simulations by Accurate and Generalizable Forcefield with Equivariant Transformer

Rui Feng, Huan Tran, Aubrey Toland +4

Polymer simulation with both accuracy and efficiency is a challenging task. Machine learning (ML) forcefields have been developed to achieve both the accuracy of ab initio methods…

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