SafeAeroBERT: Towards a safety-informed aerospace-specific language model
SR Andrade, HS Walsh - AIAA AVIATION 2023 Forum, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-3437. vid As aviation systems
continue to operate with high traffic, large amounts of documents containing safety-relevant …
continue to operate with high traffic, large amounts of documents containing safety-relevant …
The effect of COVID-19 on self-reported safety incidents in aviation: An examination of the heterogeneous effects using causal machine learning
Y Choi, JR Gibson - Journal of safety research, 2023 - Elsevier
Introduction: Disruptions to aviation operations occur daily on a micro-level with negligible
impacts beyond the inconvenience of rebooking and changing aircrew schedules. The …
impacts beyond the inconvenience of rebooking and changing aircrew schedules. The …
Natural-Language-Processing-Enabled Quantitative Risk Analysis of Aerial Wildfire Operations
Aerial wildfire operations are high risk and account for a large number of firefighter deaths.
The increasing intensity of wildfires is driving a surge in aerial operations, as well as interest …
The increasing intensity of wildfires is driving a surge in aerial operations, as well as interest …
Research and technology challenges for human data analysts in future safety management systems
CL Stephens, LJ Prinzel III, KK Ellis… - 22nd International …, 2023 - ntrs.nasa.gov
Enabling new and novel concepts of operations for Advanced Air Mobility poses an
important need to evolve current safety management systems (SMS) and is posited to be …
important need to evolve current safety management systems (SMS) and is posited to be …
Machine Learning Enabled Quantitative Risk Assessment of Aerial Wildfire Response
SR Andrade, HS Walsh - AIAA AVIATION 2022 Forum, 2022 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2022-3913. vid Aerial wildfire operations
are high risk and account for a large number of firefighter deaths. Increasing intensity of …
are high risk and account for a large number of firefighter deaths. Increasing intensity of …
A Survey Protocol to Assess Meaningfulness and Usefulness of Automated Topic Finding in the NASA Aviation Safety Reporting System
View Video Presentation: https://doi. org/10.2514/6.2021-2404. vid Context: The NASA
Aviation Safety Reporting System (ASRS) is a voluntary confidential aviation safety reporting …
Aviation Safety Reporting System (ASRS) is a voluntary confidential aviation safety reporting …
Comparative Analysis of Topic Modeling Techniques on ATSB Text Narratives Using Natural Language Processing
A Nanyonga, H Wasswa, U Turhan… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
Improvements in aviation safety analysis call for innovative techniques to extract valuable
insights from the abundance of textual data available in accident reports. This paper …
insights from the abundance of textual data available in accident reports. This paper …
Identifying Human Errors and Error Mechanisms From Accident Reports Using Large Language Models
Emerging operational concepts for aviation hinge on novel paradigms for human machine
interaction. Critical to their safe operation is early consideration of human error into the …
interaction. Critical to their safe operation is early consideration of human error into the …
Assessing the use of UAS-related terms in ASRS using Seed Topic Modeling
CV Paradis, M Davies, B Hooey - AIAA SCITECH 2023 Forum, 2023 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2023-1127. vid Context: The NASA
Aviation Safety Reporting System (ASRS) is a voluntary confidential system that …
Aviation Safety Reporting System (ASRS) is a voluntary confidential system that …
Extracting Lessons of Resilience Using Machine Mining of the ASRS Database
I Barshi, B Matthews, J Feldman - 22nd …, 2023 - corescholar.libraries.wright.edu
Abstract NASA's Aviation Safety Reporting System (ASRS) database is the world's largest
repository of voluntary, confidential safety information provided by aviation's frontline …
repository of voluntary, confidential safety information provided by aviation's frontline …