Physical AI: robots, scientific computing, and digital twins
Justin Hodges, PhDRead what I read, code what I code. I share lots of papers/code for topics in artificial intelligence/machine learning applied to engineering (CFD, FEA, numerical methods, aerodynamics, turbulence modeling, & more). I will publish enough to keep you busy.
| Platform |  | Pricing | Freemium | Publishes | Daily |
|---|---|---|---|---|---|
| Issues | 125 | Founded | 2 years ago | Last Issue | 4 days ago |
| Active | |||||
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hodgesj.substack.comLatest Issues
Machine Learning Surrogates for Engineering
A recap with model highlights
I have been writing a lot of reviews and thought it was high time to make good shortlist of some of my favorite models. Following that, i’ll provide another literature review for ML surrogates over the past we...
Robotics News & Literature (September 21st)
A robot can recognize a plug and still fail to insert it. It can learn to fold a towel in one room and struggle in the next, or lose track of an object the moment it disappears into a box. This week’s research gets specific about these gaps...
Physics AI/ML Literature Review (through September 18th)
PDF round-up on SciML
Company updates first, then papers with PDFs.
Modern Flavors of Physics-Informed Neural Nets Code
Code Tutorial + PDFs + Overview
I am kicking off a mini-series on state-of-the-art flavors of Physics-Informed Neural Nets. Honestly, just for pure love of the game (I know they are not as popular and have plenty of things setting them bac...
Robotics News & Literature (September 14th)
Last week ended with "the stack is the robot." This week asks what happens when that stack has to repeat: across a production line, a 1,500-robot warehouse, a weld cell, a model-update loop, or a greenhouse. The engineering theme is that sc...
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Authors
The writers behind this newsletter.
\ud83d\udc4b Hello. My name is Justin and I am head of physical ai at CoreWeave. Read what I read - code what I code. I love applying #ai and #machinelearning to #engineering and scientific simulation.
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