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Aaron Nielsen

3 papers hereh-index 342 citations8 works total

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

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CE1
  • eess.SP1
  • physics.app-ph1

identity via Semantic Scholar / OpenAlex

activity
20222025
most citedRandom forests for detecting weak signals and extracting physical information: a case study of magnetic navigation

8 citations · 8 across the 2 of their papers we have counts for

collaborators

3 papers

cs.CE2025

Extending Temporal Disturbance Estimations For Magnetic Anomaly Navigation and Mapping

Anutam Srinivasan, Aaron Nielsen

Slow-moving vehicles relying on crustal magnetic anomaly navigation (MagNav) or vehicles revisiting the same location in a short time - such as those used for surveys in magnetic a…

eess.SP2024★ 8 cited

Random forests for detecting weak signals and extracting physical information: a case study of magnetic navigation

Mohammadamin Moradi, Zheng-Meng Zhai, Aaron Nielsen +1

It was recently demonstrated that two machine-learning architectures, reservoir computing and time-delayed feed-forward neural networks, can be exploited for detecting the Earth's…

physics.app-ph2022

Derivation and Extensions of the Tolles-Lawson Model for Aeromagnetic Compensation

Albert R. Gnadt, Allan B. Wollaber, Aaron P. Nielsen

This note is intended to serve as a straightforward reference that summarizes and expands on the linear aeromagnetic compensation model first introduced by Tolles and Lawson in 195…

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