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Iryna Zaporozhets

freie universität berlin

6H指数
11论文数
284被引数
收录论文 6
发表时间
Breaking the Barriers of Molecular Dynamics With Deep-Learning: Opportunities, Pitfalls, and How to Navigate Them用深度学习打破分子动力学的障碍: 机会、陷阱以及如何驾驭它们
err2026-01-23
err0
errOAAI
errKlara Bonneau; Aldo S. Pasos-Trejo; Michael Plainer; Luca Sagresti; Jacopo Venturin; Iryna Zaporozhets; Alessandro Caruso; Edoardo Rolando; Andrea Guljas; Leon Klein; Maximilian Schebek; Filippo Albani; Raquel López-Ríos de Castro; Zakariya El Machachi; Lorenzo Giambagli; Cecilia Clementi
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Navigating protein landscapes with a machine-learned transferable coarse-grained model使用机器学习的可转移粗粒度模型导航蛋白质景观
err2025-07-18
err0
errOAAI
errNicholas E. Charron; Klara Bonneau; Aldo S. Pasos-Trejo; Andrea Guljas; Yaoyi Chen; Félix Musil; Jacopo Venturin; Daria Gusew; Iryna Zaporozhets; Andreas Krämer; Clark Templeton; Atharva Kelkar; Aleksander E. P. Durumeric; Simon Olsson; Adrià Pérez; Maciej Majewski; Brooke E. Husic; Ankit Patel; Gianni De Fabritiis; Frank Noé; Cecilia Clementi
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Scalable emulation of protein equilibrium ensembles with generative deep learning使用生成式深度学习对蛋白质平衡态集合的可扩展模拟
errScience
IF45.8
err2025-07-10
err0
PREAI
errSarah Lewis; Tim Hempel; José Jiménez-Luna; Michael Gastegger; Yu Xie; Andrew Y. K. Foong; Victor García Satorras; Osama Abdin; Bastiaan S. Veeling; Iryna Zaporozhets; Yaoyi Chen; Soojung Yang; Adam E. Foster; Arne Schneuing; Jigyasa Nigam; Federico Barbero; Vincent Stimper; Andrew Campbell; Jason Yim; Marten Lienen; Yu Shi; Shuxin Zheng; Hannes Schulz; Usman Munir; Roberto Sordillo; Ryota Tomioka; Cecilia Clementi; Frank Noé
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Accurate nuclear quantum statistics on machine-learned classical effective potentials
err2024-10-01
err0
errOAAI
errZaporozhets, Iryna; Musil, Felix; Kapil, Venkat; Clementi, Cecilia
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Quantum dynamics using path integral coarse-graining
err2022-11-09
err20
errOAAI
errMusil, Felix; Zaporozhets, Iryna; Noe, Frank; Clementi, Cecilia; Kapil, Venkat
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