◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

E. Barnes

11 papers hereh-index 447k citations171 works total

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

author position
  • first author5
  • middle author4
  • last author1

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph6
  • cs.LG2
  • physics.geo-ph2
  • stat.ML1
same name
  • E. Barnes — 15 papers, h 13
  • E. Barnes — 2 papers, h 2
  • E. Barnes — 2 papers, h 11

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
20192023
most citedPhysically Interpretable Neural Networks for the Geosciences: Applications to Earth System Variability

324 citations · 971 across the 11 of their papers we have counts for

collaborators
Showing 2021 · physics.geo-phShow all

1 paper · 2 filters

physics.geo-ph2021★ 105 cited

Neural Network Attribution Methods for Problems in Geoscience: A Novel Synthetic Benchmark Dataset

Antonios Mamalakis, Imme Ebert-Uphoff, Elizabeth A. Barnes

Despite the increasingly successful application of neural networks to many problems in the geosciences, their complex and nonlinear structure makes the interpretation of their pred…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.