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Winfried Ripken

@winfried-ripken.bsky.social
112 followers 111 following 18 posts

PhD Student @TU Berlin @BIFOLD working on ML applications for chemistry

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Winfried Ripken @winfried-ripken.bsky.social · 07/07/2026
Excited to be at ICML with @plainer.bsky.social & @gregorlied.bsky.social to present our 🌟 spotlight 🌟 paper on Hamiltonian Flow Maps for large-timestep molecular dynamics! Come say hi at our poster tomorrow or send us a message if you want to chat! 🤗 🗓️ July 8, 10:30 AM – 12:15 PM 📍 HALL A #1306
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Winfried Ripken @winfried-ripken.bsky.social · 26/04/2026
Happy to present our work on Hamiltonian Flow Maps today at the AI4MAT Workshop at ICLR! Feel free to come by at 2.20pm in room 203C.
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Winfried Ripken @winfried-ripken.bsky.social · 19/02/2026
Ever get tired of tiny timesteps bottlenecking your MD simulations? We show how to train a model for large-timestep Hamiltonian dynamics directly on standard MLFF datasets. 𝗡𝗼 𝗿𝗲𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝘁𝗿𝗮𝗷𝗲𝗰𝘁𝗼𝗿𝗶𝗲𝘀, 𝗻𝗼 𝘂𝗻𝗿𝗼𝗹𝗹𝗶𝗻𝗴, 𝗻𝗼 𝘁𝗲𝗮𝗰𝗵𝗲𝗿 needed! 🧵👇
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Winfried Ripken @winfried-ripken.bsky.social · 28/11/2025
I’m excited to be at NeurIPS 2025 next week and present our latest paper on molecular conformer generation! Huge thanks to my co-authors @thorbenfrank.bsky.social , Gregor Lied, Klaus-Robert Müller, Oliver Unke and Stefan Chmiela for an incredible collaboration. Supported by: @bifold.berlin
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