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researcher

J. Mailoa

8 papers hereh-index 257.3k citations68 works total

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

author position
  • first author2
  • middle author3
  • last author1

Across the 6 of 8 papers where every author was matched, so the position is known.

fields
  • physics.comp-ph5
  • cs.NE1
  • physics.chem-ph1
  • quant-ph1

identity via Semantic Scholar / OpenAlex

activity
20192023
most citedE(3)-Equivariant Graph Neural Networks for Data-Efficient and Accurate Interatomic Potentials

1.9k citations · 2k across the 8 of their papers we have counts for

collaborators
Showing physics.chem-phShow all

1 paper · 1 filter

physics.chem-ph2023★ 1 cited

Multi-Constraint Molecular Generation using Sparsely Labelled Training Data for Localized High-Concentration Electrolyte Diluent Screening

Jonathan P. Mailoa, Xin Li, Jiezhong Qiu +1

Recently, machine learning methods have been used to propose molecules with desired properties, which is especially useful for exploring large chemical spaces efficiently. However,…

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