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researcher

William D. Collins

5 papers hereh-index 377 citations9 works total

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

author position
  • middle author4
  • last author1

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph3
  • cs.LG2
same name
  • William D. Collins — 4 papers, h 2

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
20242026
most citedFourCastNet 3: A geometric approach to probabilistic machine-learning weather forecasting at scale

3 citations · 6 across the 4 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

physics.ao-ph2026

ClimateBench v2.0: Probabilistic Climate Model Benchmarking

Duncan Watson-Parris, Willa Tobin, Aytaç Paçal +32

We present ClimateBench v2, a standardized protocol for evaluating climate models on diagnostics expected to be informative for their skill in projecting mid-century regional tempe…

physics.ao-ph2026

Examining Fast Radiatively Driven Responses Using Machine-Learning Weather Emulators

Ankur Mahesh, William D. Collins, Travis A. O'Brien +10

The response of the climate system to increased greenhouse gases and other radiative perturbations is governed by a combination of fast and slow feedbacks. Slow feedbacks are typic…

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