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Gausiann Process Are a (giant) Box of Functions
less than 1 minute read
Published:
While GPs are heavily used in self-driving labs for materials science, someone starting in this field are bombarded with a bunch of unnecessary probability and kernel math. They’re just a giant boxes of functions we can draw from.
A Case for AI-ready Materials Representation from Experiments
3 minute read
Published:
We favor computational representations of materials while ignoring experimental signals representations like scattering and spectroscopy in ML models, widening the sim-to-real gap.