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Filippo Bigi

@filippobigi.bsky.social
13 followers 44 following 0 posts

PhD student at EPFL, working on machine learning for physics, chemistry and materials

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Reposted by Filippo Bigi
COSMO Lab @labcosmo.bsky.social · 03/03/2026
So let us show you just how *universal* #PET-MAD-1.5 can be. This is a movie of a parallel tempering simulation, with replicas from 300K to 3000K, of what we call a "Mendeleev cluster" - one atom each of every element from 1 to 102.
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Reposted by Filippo Bigi
COSMO Lab @labcosmo.bsky.social · 03/03/2026
📢 We have been working on a new universal atomistic dataset that combines the principles of MAD with a meta-GGA level of theory, so we can all simulate water that does not freeze at 500K 🧊 , and have all our bases covered, with reference data for every isotope with a half-life above 24 hours ☢️
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