MLIP Arena is accepted as an ICLR AI4Mat Spotlight

🎉 MLIP Arena, the pet project I debut on huggingface in May 2024, is accepted as an ICLR AI4Mat Spotlight! 🎉

Quick update on my ongoing project #MLIPArena:

The surge in foundation ML interatomic potentials (#MLIPs) is hard to miss—many excel in energy/force error metrics. But have they truly captured the physics of fundamental atomic interactions?

The answer might surprise you. pic.twitter.com/VN0NwoSZgE
— Yuan (Cyrus) Chiang (@cyrusyc_tw) August 24, 2024