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Josiah Roberts

2 papers hereh-index 113 citations3 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
  • cond-mat.mtrl-sci1
  • physics.chem-ph1

identity via Semantic Scholar / OpenAlex

most citedMachine Learned Interatomic Potentials for Ternary Carbides trained on the AFLOW Database

19 citations · 19 across the 2 of their papers we have counts for

collaborators

2 papers

physics.chem-ph2025

A Software Package for Generating Robust and Accurate Potentials using the Moment Tensor Potential Framework

Josiah Roberts, Biswas Rijal, Simon Divilov +6

We present the Plan for Robust and Accurate Potentials (PRAPs), a software package for training and using moment tensor potentials (MTPs) in concert with the Machine Learned Intera…

cond-mat.mtrl-sci2024★ 19 cited

Machine Learned Interatomic Potentials for Ternary Carbides trained on the AFLOW Database

Josiah Roberts, Biswas Rijal, Simon Divilov +6

Large density functional theory (DFT) databases are a treasure trove of energies, forces and stresses that can be used to train machine learned interatomic potentials for atomistic…

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