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Academia · 5,423 papers
Aviation research, sourced & cited.
Curated index of aviation-relevant research from NASA NTRS, NTSB safety studies, FAA CAMI, and academic sources. Every record links back to its original — we don't host PDFs, we describe each paper and credit the authors. Built for cross-link with the rest of Atlas: search by topic, drill into a CFR section or airframe and see the research that bears on it.
4 matches · Artificial Intelligence and Robotics
- Embry-Riddle Scholarly Commons 2025 ERAU Journal article (IJAAA)
Generalizing Classification of Pilot Workload: Transfer Learning versus a JEPA-Inspired Transformer Architecture
Within the context of learning, there poses difficulty when objectively measuring human performance. In this work, we investigate the evaluation of human performance via its relation to the individual's mental capacity b…
- Embry-Riddle Scholarly Commons 2024 ERAU Journal article (JAAER)
Low-Resource Automatic Speech Recognition Domain Adaptation – A Case-Study in Aviation Maintenance
With timeliness and efficiency being critical in the aviation maintenance industry, the need has been growing for smart technological solutions that optimize and streamline the different underlying tasks (Bergkvist & Sab…
- Embry-Riddle Scholarly Commons 2023 ERAU Conference paper
Integrated Organizational Machine Learning for Aviation Flight Data
An increased availability of data and computing power has allowed organizations to apply machine learning techniques to various fleet monitoring activities.
- Embry-Riddle Scholarly Commons 2020 ERAU Journal article (IJAAA)
Automatic Gaze Classification for Aviators: Using Multi-task Convolutional Networks as a Proxy for Flight Instructor Observation
In this work, we investigate how flight instructors observe aviator scan patterns and assign quality to an aviator's gaze. We first establish the reliability of instructors to assign similar quality to an aviator's scan …