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Panagiotis Antoniadis

@panosantoniadis.bsky.social
60 followers 88 following 0 posts

ELLIS PhD Student in the Department of Biology at the University of Copenhagen. AI for biology. panosantoniadis.github.io

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Reposted by Panagiotis Antoniadis
Simon Olsson @smnlssn.bsky.social · 03/05/2026
Thrilled to announced that PLaTITO was accepted as a poster for ICML! Congrats to lead @panosantoniadis.bsky.social and to collaborators Beatrice and @olewinther.bsky.social. An updated version of the pre-print with more results will be posted soon, until then: panosantoniadis.github.io/platito/
panosantoniadis.github.io
PLaTITO: Protein Language Model Embeddings Improve Generalization of Implicit Transfer Operators
PLaTITO incorporates protein language model embeddings into generative molecular dynamics, achieving state-of-the-art equilibrium sampling on out-of-distribution proteins including fast-folding protei...
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Reposted by Panagiotis Antoniadis
Simon Olsson @smnlssn.bsky.social · 13/02/2026
New pre-print from the lab on scaling transferable implicit transfer operators to protein dynamics. Collaboration with @olewinther.bsky.social lead by @panosantoniadis.bsky.social.
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