A review of ML for aerospace systems health management | AISC

Channel:
Canada LLMs Explained - Aggregate Intellect - AI.SCIENCE
Subscribers:
22,300
Published on ● Video Link: https://www.youtube.com/watch?v=Q3-2xRUCdng


Category:
Review
Duration: 1:06:16
190 views
2

For slides and more information on the paper, visit https://ai.science/e/a-review-of-ml-for-aerospace-systems-health-management--9eda089bb72be

Speaker: Ashwin Rai;
Host: Ginelle Johnston

Motivation:
This talk will focus on state-of-the-art data-driven techniques for aerospace systems health monitoring and management. With ever increasing global air traffic, maintaining and improving aviation safety standards can be a challenge. Current labor intensive practices may not be sustainable, especially with the added complexity of drones and micro air vehicles sharing airspace with commercial air traffic in the very near future. One possible solution that this review will explore is automating and optimizing health management tasks of aerospace vehicles using machine learning and moving towards a predictive model for maintenance and safe airspace operations.



Other Videos By LLMs Explained - Aggregate Intellect - AI.SCIENCE


2020-09-09Targeted Machine Learning for Data Science | AISC
2020-09-08Build next generation recommenders with NVIDIA Merlin | AISC
2020-09-02Principal Neighbourhood Aggregation for Graph Nets | AISC
2020-09-01DeepFakes & Explainable AI Applications in NLP, Biomedical & Malware Classification
2020-08-28AI Ethics Then & Now: A Look Back on the Last Five Years | AISC
2020-08-27Beyond Accuracy: Behavioral Testing of NLP Models with CheckList | AISC
2020-08-27The Summary Loop: Learning to Write Abstractive Summaries Without Examples + Demo | AISC
2020-08-26[MEM] Learning Permutation Invariant Representations using Memory Networks | AISC
2020-08-26AI for Fun!
2020-08-25[T-Fixup] Improving Transformer Optimization Through Better Initialization | AISC
2020-08-25A review of ML for aerospace systems health management | AISC
2020-08-21An Efficient Neighborhood-based Interaction Model for Recommendation on Heterogeneous Graph | AISC
2020-08-20Overview of Synthetic Data and Simulations | AISC
2020-08-19Discovering Symbolic Inductive Biases | AISC
2020-08-19Product Ideation - Art of Finding the Right Problem to Work on! | AISC
2020-08-19Pink Diamond - Data Driven Prediction of Venture Success | Workshop Capstone
2020-08-19Review Nuggets - Mining Insight from Consumer Product Reviews | Workshop Capstone
2020-08-19Fast Film - Emotionally Aware Movie Recommender | Workshop Capstone
2020-08-19Acetock - Stock Prediction Tool for Amateur Investors | Workshop Capstone
2020-08-19Saramsh - Patent Document Summarization using BART | Workshop Capstone
2020-08-19MindfulZen - Data Driven Stress Buster | Workshop Capstone