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researcher

P. Houston

8 papers hereh-index 467.7k citations239 works total

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

author position
  • first author2
  • middle author4

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

fields
  • physics.chem-ph8
same name
  • P. Houston — 13 papers, h 47

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202022
most citedΔ-Machine Learning for Potential Energy Surfaces: A PIP approach to bring a DFT-based PES to CCSD(T) Level of Theory

160 citations · 532 across the 8 of their papers we have counts for

collaborators
Showing 2020Show all

1 paper · 1 filter

physics.chem-ph2020★ 160 cited

Δ-Machine Learning for Potential Energy Surfaces: A PIP approach to bring a DFT-based PES to CCSD(T) Level of Theory

Apurba Nandi, Chen Qu, Paul Houston +2

``Δ-machine learning" refers to a machine learning approach to bring a property such as a potential energy surface (PES) based on low-level (LL) density functional theory (DFT) e…

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