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researcher

M. Carroll

5 papers hereh-index 340 citations23 works total

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

author position
  • first author2
  • middle author3

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

fields
  • cs.CV3
  • astro-ph.EP1
  • cs.LG1
same name
  • M. Carroll — 44 papers, h 28
  • M. Carroll — 11 papers
  • M. Carroll — 8 papers, h 2
  • M. Carroll — 6 papers, h 19
  • M. Carroll — 2 papers, h 2
  • M. Carroll — 2 papers, h 15

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 citedMapping bathymetry of inland water bodies on the North Slope of Alaska with Landsat using Random Forest

3 citations · 3 across the 5 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.CV2026

SPECTRA: Band-Routed Embedding and Stage-Wise LoRA for Cross-Sensor Fine-Tuning of Geospatial Foundation Models

Xingyan Li, Jordan A. Caraballo-Vega, Jie Gong +2

Geospatial foundation models (GeoFMs), pretrained on large-scale geospatial data such as Earth observation (EO), climate, and weather data, have shown promising performance when fi…

astro-ph.EP2026

MarsCast: Transfer Learning of AI Weather Foundation Models to Planetary Atmospheres

M. L. Carroll, J. Li, S. D. Guzewich +3

We investigate the transferability of Earth weather foundation models to planetary atmospheres by adapting the GraphCast graph neural weather forecasting model to Mars. While Graph…

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