The Manifold Bandwagon
Published:
Off late I am observing a blatant misuse of the term manifold in the AI for materials science field. Trying to draw attention to this sloppiness.
Blog posts
2026
Gausiann Process Are a (giant) Box of Functions
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
Published:
We favor computational representations of materials over experimental signals like scattering and spectroscopy, widening the sim-to-real gap.