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C

Cecilia Clementi

arnimallee 12

55H指数
180论文数
1.0W被引数
收录论文 80
发表时间
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Dynamic states of an MHC class I molecule during peptide exchangeMHC I类分子在肽交换过程中的动态状态
errNature Communications
IF15.7
err2026-09-10
err0
errOAAI
errAlexandra Mitlehner; Aldo S. Pasos-Trejo; Moritz Becker; Huan Lan; Lennard Berg; Tarek Hilal; Bernhard Loll; Benno Kuropka; Cecilia Clementi; Christian Freund
err分享
err收藏
Introduction to Markov State Modeling of Conformational Dynamics构象动力学马尔可夫状态建模导论
errJournal of Chemical Theory and Computation
IF5.5
err2026-03-24
err0
PREAI
errBowman, Gregory R.; Clementi, Cecilia; Huang, Xuhui
err分享
err收藏
Extending the range of graph neural networks with global encodings通过全局编码扩展图神经网络的范围
errNature Communications
IF15.7
err2026-02-18
err0
errOAAI
errAlessandro Caruso; Jacopo Venturin; Lorenzo Giambagli; Edoardo Rolando; Zakariya El-Machachi; Frank Noé; Cecilia Clementi
err分享
err收藏
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
errWIREs Computational Molecular Science
IF0
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
err分享
err收藏
Cut or bind? Antigen-specific processing mechanisms define CD4+ T cell immunodominant epitopes for SARS-CoV-2 S and N proteins切割还是结合？抗原特异性处理机制定义了SARS-CoV-2 S和N蛋白的CD4+ T细胞免疫优势表位
errGenome Medicine
IF11.2
err2025-11-26
err0
errOAAI
errMiguel Álvaro-Benito; Esam T. Abualrous; Holger Lingel; Stefan Meltendorf; Jakob Holzapfel; Paula de Diego Valera; Jana Sticht; Benno Kuropka; Cecilia Clementi; Frank Kuppler; Monika C. Brunner-Weinzierl; Christian Freund
err分享
err收藏
Peering inside the black box by learning the relevance of many-body functions in neural network potentials通过学习多体函数的相关性来窥视神经网络势函数的“黑箱”
errNature Communications
IF15.7
err2025-11-10
err0
errOAAI
errKlara Bonneau; Jonas Lederer; Clark Templeton; David Rosenberger; Lorenzo Giambagli; Klaus-Robert Müller; Cecilia Clementi
err分享
err收藏
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
errNature Chemistry
IF20.2
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
err分享
err收藏
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
err分享
err收藏
Accurate nuclear quantum statistics on machine-learned classical effective potentials
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-10-01
err0
errOAAI
errZaporozhets, Iryna; Musil, Felix; Kapil, Venkat; Clementi, Cecilia
err分享
err收藏
Structure prediction of protein-ligand complexes from sequence information with Umol用Umol从序列信息预测蛋白质-配体复合物的结构
errNATURE COMMUNICATIONS
IF15.7
err2024-05-28
err9
errOAAI
errBryant, Patrick; Kelkar, Atharva; Guljas, Andrea; Clementi, Cecilia; Noe, Frank
err分享
err收藏
The role of an amphiphilic helix and transmembrane region in the efficient acylation of the M2 protein from influenza virus
errSCIENTIFIC REPORTS
IF3.9
err2023-11-02
err0
errOAAI
errMeng, Xiaorong; Templeton, Clark; Clementi, Cecilia; Veit, Michael
err分享
err收藏
Machine learning coarse-grained potentials of protein thermodynamics
errNATURE COMMUNICATIONS
IF15.7
err2023-09-15
err27
errOAAI
errMajewski, Maciej; Perez, Adria; Tholke, Philipp; Doerr, Stefan; Charron, Nicholas E.; Giorgino, Toni; Husic, Brooke E.; Clementi, Cecilia; Noe, Frank; De Fabritiis, Gianni
err分享
err收藏
Two for One: Diffusion Models and Force Fields for Coarse-Grained Molecular Dynamics
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2023-09-09
err31
errOAAI
errArts, Marloes; Satorras, Victor Garcia; Huang, Chin-Wei; Zuegner, Daniel; Federici, Marco; Clementi, Cecilia; Noe, Frank; Pinsler, Robert; van den Berg, Rianne
err分享
err收藏
EnGens: a computational framework for generation and analysis of representative protein conformational ensemblesEnGens: 用于生成和分析代表性蛋白质构象集合的计算框架
errBRIEFINGS IN BIOINFORMATICS
IF7.7
err2023-07-07
err8
errOAAI
errConev, Anja; Rigo, Mauricio Menegatti; Devaurs, Didier; Fonseca, Andre Faustino; Kalavadwala, Hussain; de Freitas, Martiela Vaz; Clementi, Cecilia; Zanatta, Geancarlo; Antunes, Dinler Amaral; Kavraki, Lydia E.
err分享
err收藏
Machine learned coarse-grained protein force-fields: Are we there yet?
errCURRENT OPINION IN STRUCTURAL BIOLOGY
IF7
err2023-04-01
err40
errOAAI
errDurumeric, Aleksander E. P.; Charron, Nicholas E.; Templeton, Clark; Musil, Felix; Bonneau, Klara; Pasos-Trejo, Aldo S.; Chen, Yaoyi; Kelkar, Atharva; Noe, Frank; Clementi, Cecilia
err分享
err收藏
Flow-Matching: Efficient Coarse-Graining of Molecular Dynamics without Forces
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2023-01-20
err29
errOAAI
errKoehler, Jonas; Chen, Yaoyi; Kraemer, Andreas; Clementi, Cecilia; Noe, Frank
err分享
err收藏
Slicing and Dicing: Optimal Coarse-Grained Representation to Preserve Molecular Kinetics
errACS CENTRAL SCIENCE
IF10.4
err2023-01-17
err12
errOAAI
errYang, Wangfei; Templeton, Clark; Rosenberger, David; Bittracher, Andreas; Nueske, Feliks; Noe, Frank; Clementi, Cecilia
err分享
err收藏
Deep learning to decompose macromolecules into independent Markovian domains
errNATURE COMMUNICATIONS
IF15.7
err2022-11-19
err12
errOAAI
errMardt, Andreas; Hempel, Tim; Clementi, Cecilia; Noe, Frank
err分享
err收藏
Quantum dynamics using path integral coarse-graining
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2022-11-09
err20
errOAAI
errMusil, Felix; Zaporozhets, Iryna; Noe, Frank; Clementi, Cecilia; Kapil, Venkat
err分享
err收藏
MACHINE LEARNING Fast track to structural biology
errNATURE CHEMISTRY
IF20.2
err2021-10-27
err5
PREAI
errClementi, Cecilia
err分享
err收藏

研究方向

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合作学者
合作期刊
P
Peter G. Wolynes
H 指数: 111 · 论文数: 637
V
Vijay S. Pande
H 指数: 110 · 论文数: 494
J
José N. Onuchic
H 指数: 104 · 论文数: 613
R
Richard G. Baraniuk
H 指数: 98 · 论文数: 853
H
Herbert Levine
H 指数: 97 · 论文数: 850
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