Pim de Haan
pimdh.bsky.social
Pim de Haan
@pimdh.bsky.social
Machine Learning at CuspAI - materials discovery for carbon capture
It was great to work on the ODAC25 paper with the Meta FAIR Chemistry and Georgia Tech. A leap forwards in modelling direct air carbon capture with metal organic frameworks, with much better data and larger models.

Paper: arxiv.org/abs/2508.03162
Data and models: huggingface.co/facebook/ODA...
The Open DAC 2025 Dataset for Sorbent Discovery in Direct Air Capture
Identifying useful sorbent materials for direct air capture (DAC) from humid air remains a challenge. We present the Open DAC 2025 (ODAC25) dataset, a significant expansion and improvement upon ODAC23...
arxiv.org
August 7, 2025 at 11:25 PM
Hello Bluesky. May you fare better than the other place
December 25, 2024 at 7:43 PM
Reposted by Pim de Haan
Today at NeurIPS, we’ll be presenting our Noether's Razor paper! 📜✨
📅 Today Fri, Dec 13
⏰ 11 a.m. – 2 p.m. PST
📍 East Exhibit Hall A-C, #4710 (ALL the way in the back I believe!)
w/ @mvdw.bsky.social @pimdh.bsky.social
Come say hi! 👋
🌟Noether's razor⭐️ Our NeurIPS 2024 paper connects ML symmetries to conserved quantities through a seminal result in mathematical physics: Noether's theorem. We can learn neural network symmetries from data by learning associated conservation laws. Learn more👇. 1/16🧵
December 13, 2024 at 4:38 PM