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Ian Colwell

2 papers hereh-index 51.9k citations9 works total

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

author position
  • middle author1

Across the 1 of 2 papers where every author was matched, so the position is known.

fields
  • astro-ph.EP1
  • cs.LG1
same name
  • Ian Colwell — 1 paper, 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

most citedDetecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding

1.5k citations · 1.5k across the 2 of their papers we have counts for

collaborators

2 papers

astro-ph.EP2023★ 1 cited

Deep-learning based measurement of planetary radial velocities in the presence of stellar variability

Ian Colwell, Virisha Timmaraju, Alexander Wise

We present a deep-learning based approach for measuring small planetary radial velocities in the presence of stellar variability. We use neural networks to reduce stellar RV jitter…

cs.LG2018★ 1.5k cited

Detecting Spacecraft Anomalies Using LSTMs and Nonparametric Dynamic Thresholding

Kyle Hundman, Valentino Constantinou, Christopher Laporte +2

As spacecraft send back increasing amounts of telemetry data, improved anomaly detection systems are needed to lessen the monitoring burden placed on operations engineers and reduc…

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