Pt 3: Project ideas, links to code, papers, galore

ML Surrogates for CFD

Overview

This post is a continuation in my ‘learning pathway’ series (part 1, part 2). While part 1 had a heavy focus on learning curriculums, part 2 offered resources to get up and running, and herein part 3 continues in the direction of self sufficiency with a big list of project ideas, papers, and sharable code projects. This post is heavily focused on sharing links, rather than explaining education concepts (there is some, just not as much as m normal posts).

Project Ideas w/ Companion Papers

Unsure about which projects to pursue, or where machine learning can add value in our realm of mechanical and aerospace applications? Let’s kick-off the post with a list of 18 ideas to inspire creativity and get you warmed up before dumping Github links. Each idea has a companion paper linked. Of course, there are many, many more examples).