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researcher

Douglas Trent

2 papers hereh-index 12 citations3 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
  • astro-ph.EP1
  • astro-ph.IM1

identity via Semantic Scholar / OpenAlex

most citedRapid Automated Mapping of Clouds on Titan With Instance Segmentation

2 citations · 3 across the 2 of their papers we have counts for

collaborators

2 papers

astro-ph.IM2025★ 2 cited

Rapid Automated Mapping of Clouds on Titan With Instance Segmentation

Zachary Yahn, Douglas M Trent, Ethan Duncan +3

Despite widespread adoption of deep learning models to address a variety of computer vision tasks, planetary science has yet to see extensive utilization of such tools to address i…

astro-ph.EP2023★ 1 cited

Feature Extraction and Classification from Planetary Science Datasets enabled by Machine Learning

Conor Nixon, Zachary Yahn, Ethan Duncan +9

In this paper we present two examples of recent investigations that we have undertaken, applying Machine Learning (ML) neural networks (NN) to image datasets from outer planet miss…

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