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Bálint Máté

@balintmate.bsky.social
55 followers 76 following 10 posts

phd student @geneva, ML+physics balintmate.github.io

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Reposted by Bálint Máté
Jan Hermann @hrmnn.net · 18/06/2025
🚀 After two+ years of intense research, we’re thrilled to introduce Skala — a scalable deep learning density functional that hits chemical accuracy on atomization energies and matches hybrid-level accuracy on main group chemistry — all at the cost of semi-local DFT ⚛️🔥🧪🧬
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Bálint Máté @balintmate.bsky.social · 17/12/2024
hello bluesky! we have a new preprint on solvation free energies: tl;dr: We define an interpolating density by its sampling process, and learn the corresponding equilibrium potential with score matching. arxiv.org/abs/2410.15815 with @francois.fleuret.org and @tbereau.bsky.social (1/n)
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