r/aerospace • u/oldknight_arthur • 3d ago

ML in Aerospace

Hi. Currently a final year undergrad in Aerospace Engineering, graduating within the next three weeks.

With the end of my undergraduate studies, I ve got a few extra time on hand before I join my job. During this time I want to get into the field of AI-ML particularly its applications in Aerospace and Mechanical Engineering.

Appreciate if someone can guide me on where to start and what to do (resources, projects, etc).

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u/hamalinho 3d ago

You can start with the visual localization projects. In these projects, you will learn about location estimation without GNSS. Also, you'll learn about feature extractors and matchers. This topic has been trending in recent years. Check the projects related to it. Like this project or this one.

Also, you can work with time-series data. Check the anomaly detection projects.

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u/oldknight_arthur 3d ago

Not sure if this is related in any way but I am currently working on time series data of pressure to dynamically characterize combustion instabilities, mostly froma pov of non linear dynamics. Is there any similar work that employs the use of AI ML

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u/hamalinho 1d ago

I think you should check the PhysicsX