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W. Perkins

9 papers hereh-index 14980 citations32 works total

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

author position
  • first author1
  • middle author8

Across the 9 of 9 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph9
same name
  • W. Perkins — 12 papers, h 5
  • W. Perkins — 8 papers, h 9
  • W. Perkins — 6 papers, h 4
  • W. Perkins — 1 paper, h 1
  • W. Perkins — 1 paper, h 24

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
20202026
most citedMachine Learning Climate Model Dynamics: Offline versus Online Performance

39 citations · 60 across the 7 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

physics.ao-ph2026

Extreme events and statistics in an AI emulator of a global storm-resolving model

Anna Kwa, W. Andre Perkins, Troy Arcomano +7

We present HiRO-ACEv2 (High Resolution Output Ai2 Climate Emulator), a two-stage framework for AI emulation of the 3~km resolution X-SHiELD global storm-resolving model (GSRM), and…

physics.ao-ph2026

Disentangling the effects of sea surface temperature and CO2​ in global machine learned weather-climate emulators

Spencer K. Clark, Troy Arcomano, James P. C. Duncan +8

While previous versions of the Ai2 Climate Emulator (ACE) have been trained with CO2​ as a forcing, they are only accurate within a narrow range of scenarios, for example climate…

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