◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

P. Gentine

34 papers hereh-index 7522.3k citations364 works total

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

author position
  • middle author17
  • last author12

Across the 29 of 34 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph18
  • cs.LG6
  • physics.flu-dyn3
  • physics.soc-ph2
  • math.ST1
  • physics.comp-ph1
same name
  • P. Gentine — 6 papers, h 5
  • P. Gentine — 4 papers, h 17

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
20182023
most citedDifferentiable modeling to unify machine learning and physical models and advance Geosciences

466 citations · 755 across the 20 of their papers we have counts for

collaborators
Showing 2019 · physics.comp-phShow all

1 paper · 2 filters

physics.comp-ph2019

Enforcing Analytic Constraints in Neural-Networks Emulating Physical Systems

Tom Beucler, Michael Pritchard, Stephan Rasp +3

Neural networks can emulate nonlinear physical systems with high accuracy, yet they may produce physically-inconsistent results when violating fundamental constraints. Here, we int…

◍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.