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Aaron R. Dinner — most-cited papers & profile · AI for Science
← authors
·
overview
Aaron R. Dinner
4
papers ·
231
citations ·
57
h-index
University of Illinois Chicago · University of Chicago · Computational Physics (United States)
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Most-cited papers
Machine learning force fields and coarse-grained variables in molecular dynamics: application to materials and biological systems
2020 · 230 citations
Transformers are efficient hierarchical chemical graph learners
2023 · 1 citations
Using pretrained graph neural networks with token mixers as geometric featurizers for conformational dynamics
2024
Accurate estimates of dynamical statistics using memory
2023
Top co-authors
Chatipat Lorpaiboon
· 2
Jonathan Weare
· 2
Spencer C. Guo
· 2
Zihan Pengmei
· 2
Alexandre Tkatchenko
· 1
Amir Barati Farimani
· 1
Ana Silveira
· 1
Andrew Ferguson
· 1
and Tony Leli\'evre
· 1
Chih-chan Tien
· 1
Christine Peter
· 1
Fabio Pietrucci
· 1
Topics
Chemistry
Protein Science
Physics ML
Materials
Drug Discovery