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researcher

Renu Singh

2 papers hereh-index 210 citations6 works total

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

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • physics.ao-ph1
same name
  • Renu Singh — 2 papers, h 3
  • Renu Singh — 1 paper, h 0

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

works on
ai weather models 1el niño response 1model intercomparison 1out-of-sample evaluation 1reanalysis training 1

From the 1 of 2 linked papers with an AI index.

most citedAIMIP Phase 1: systematic evaluations of AI weather and climate models

1 citations · 1 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2026

Kastor: An efficient fine-tuning strategy for generative emulation of PDE simulations

Guillaume Couairon, Alexis Jacq, Yu-Han Wu +4

Machine learning offers a promising avenue to accelerate physical simulations by replacing computationally expensive traditional Partial Differential Equation (PDE) solvers with fa…

physics.ao-ph2026★ 1 cited

AIMIP Phase 1: systematic evaluations of AI weather and climate models

Brian Henn, Christopher S. Bretherton, Nikolay Koldunov +18

The paper introduces AIMIP Phase 1, an intercomparison framework for AI‑based weather and climate models that evaluates their ability to simulate historical atmospheric conditions…

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