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James Barker

2 papers hereh-index 342 citations6 works total

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

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • math.NA1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

most citedLocalized Coulomb Descriptors for the Gaussian Approximation Potential

5 citations · 6 across the 2 of their papers we have counts for

collaborators

2 papers

math.NA2024★ 1 cited

On Multilevel Energy-Based Fragmentation Methods

James Barker, Michael Griebel, Jan Hamaekers

Energy-based fragmentation methods approximate the potential energy of a molecular system as a sum of contribution terms built from the energies of particular subsystems. Some such…

stat.ML2016★ 5 cited

Localized Coulomb Descriptors for the Gaussian Approximation Potential

James Barker, Johannes Bulin, Jan Hamaekers +1

We introduce a novel class of localized atomic environment representations, based upon the Coulomb matrix. By combining these functions with the Gaussian approximation potential ap…

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