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 | 136 | Founded | 2 years ago | Last Issue | 9 days ago |
| Active | |||||
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hodgesj.substack.comLatest Issues
Robotics News & Literature (October 26th)
A simulator can run correctly while its robot drops the object. This week’s developments connect the machinery for running experiments with the harder question of whether those experiments produce useful behavior, from repeatable workloads...
Machine Learning Tutorials for Industrial CFD and FEA
I’m building a library of runnable Google Colab tutorials that connect industrial computational fluid dynamics (CFD) and finite element analysis (FEA) datasets with state-of-the-art machine-learning research. The collection now covers 15 tu...
A beginner friendly Transolver benchmark on PDEBench
Predicting a steady Darcy flow field with the official model and a small Colab experiment
PDEBench is an open benchmark suite for testing machine learning models on problems governed by partial differential equations. It brings together si...
Robotics News & Literature (October 19th)
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Source: Physical Intelligence
Part 1: News Mesh
1. Physical Intelligence opens the policy adaptation loop through an API
Physical Intelligence’s Oct...
Robotics News & Literature (October 12th)
A robot can have the right motion available and still fail because it receives an unfamiliar instruction, learns from an unhelpful error signal, or reaches contact too quickly. This week's work examines those less visible parts of the syste...
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👋 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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