John Gardner
jla-gardner.bsky.social
John Gardner
@jla-gardner.bsky.social
ML for Potential Energy Surfaces
PhD student at Oxford
Former Microsoft AI4Science Intern
Reposted by John Gardner
Read more about our MLIP distillation preprint in John’s thread! 🙂 #compchem #chemsky
Excited to share the pre-print we’ve been working on for the last ~4 months:

“Distillation of atomistic foundation models across architectures and chemical domains”

Deep dive thread below! 🤿🧵
June 23, 2025 at 5:23 PM
Excited to share the pre-print we’ve been working on for the last ~4 months:

“Distillation of atomistic foundation models across architectures and chemical domains”

Deep dive thread below! 🤿🧵
June 23, 2025 at 2:13 PM
I've been working hard behind the scenes, and am excited to announce that graph-pes version 0.1.0 is now out!
🚨 Introducing graph-pes: a unified framework for building, training and using graph-based machine-learned models of potential energy surfaces! 🚨

#compchem #ML #ChemSky #CompChemSky
April 22, 2025 at 4:35 PM
🚨 Introducing graph-pes: a unified framework for building, training and using graph-based machine-learned models of potential energy surfaces! 🚨

#compchem #ML #ChemSky #CompChemSky
December 9, 2024 at 8:53 AM
Today I woke up to this 😮 a very small milestone, but also a very big one ☺️ more papers incoming soon!
December 2, 2024 at 7:29 AM