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F
Francesco Zamponi
sapienza university rome
49
H指数
284
论文数
7.8K
被引数
0
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50
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被引数
Author Correction: Exploring the space of self-reproducing ribozymes using generative models
作者更正:使用生成模型探索自复制核酶的空间
Nature Communications
IF
15.7
2025-12-18
0
OA
AI
Camille N. Lambert; Vaitea Opuu; Francesco Calvanese; Polina Pavlinova; Francesco Zamponi; Eric J. Hayden; Martin Weigt; Matteo Smerlak; Philippe Nghe
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Performance of machine-learning-assisted Monte Carlo in sampling from simple statistical physics models
机器学习辅助蒙特卡洛方法在简单统计物理模型采样中的性能
PHYSICAL REVIEW E
IF
2.4
2025-10-07
0
OA
AI
Del Bono, Luca Maria; Ricci-Tersenghi, Federico; Zamponi, Francesco
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Exploring the space of self-reproducing ribozymes using generative models
使用生成模型探索自复制核酶的空间
Nature Communications
IF
15.7
2025-08-22
0
OA
AI
Camille N. Lambert; Vaitea Opuu; Francesco Calvanese; Polina Pavlinova; Francesco Zamponi; Eric J. Hayden; Martin Weigt; Matteo Smerlak; Philippe Nghe
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Fluctuations and the limit of predictability in protein evolution
蛋白质进化中的波动与可预测性的极限
Reports on Progress in Physics
IF
20.7
2025-07-09
0
PRE
AI
Saverio Rossi; Leonardo Di Bari; Martin Weigt; Francesco Zamponi
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Yielding and plasticity in amorphous solids
无定形固体中的屈服与塑性
NATURE REVIEWS PHYSICS
IF
39.5
2025-05-19
0
OA
AI
Ludovic Berthier; Giulio Biroli; Lisa Manning; Francesco Zamponi
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Nearest-neighbors neural network architecture for efficient sampling of statistical physics models
用于统计物理模型高效采样的最近邻神经网络架构
MACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF
4.6
2025-04-28
0
OA
AI
Del Bono, Luca Maria; Ricci-Tersenghi, Federico; Zamponi, Francesco
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Understanding epistatic networks in the B1 β-lactamases through coevolutionary statistical modeling and deep mutational scanning (vol 15, 8441 , 2024)
NATURE COMMUNICATIONS
IF
15.7
2024-11-27
0
OA
AI
Chen, J. Z.; Bisardi, M.; Lee, D.; Cotogno, S.; Zamponi, F.; Weigt, M.; Tokuriki, N.
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Understanding epistatic networks in the B1 β-lactamases through coevolutionary statistical modeling and deep mutational scanning
NATURE COMMUNICATIONS
IF
15.7
2024-09-30
0
OA
AI
Chen, J. Z.; Bisardi, M.; Lee, D.; Cotogno, S.; Zamponi, F.; Weigt, M.; Tokuriki, N.
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Emergent time scales of epistasis in protein evolution
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF
9.1
2024-09-26
0
OA
AI
Dibari, Leonardo; Bisardi, Matteo; Cotogno, Sabrina; Weigt, Martin; Zamponi, Francesco
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Unlearning regularization for Boltzmann machines
玻尔兹曼机的学习正则化
MACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF
4.6
2024-06-27
2
OA
AI
Ventura, Enrico; Cocco, Simona; Monasson, Remi; Zamponi, Francesco
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Towards parsimonious generative modeling of RNA families
NUCLEIC ACIDS RESEARCH
IF
13.1
2024-04-25
0
OA
AI
Calvanese, Francesco; Lambert, Camille N.; Nghe, Philippe; Zamponi, Francesco; Weigt, Martin
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The nature of non-phononic excitations in disordered systems
NATURE COMMUNICATIONS
IF
15.7
2024-04-10
3
OA
AI
Schirmacher, Walter; Paoluzzi, Matteo; Mocanu, Felix Cosmin; Khomenko, Dmytro; Szamel, Grzegorz; Zamponi, Francesco; Ruocco, Giancarlo
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Scaling regimes and fluctuations of observables in computer glasses approaching the unjamming transition
JOURNAL OF CHEMICAL PHYSICS
IF
3.1
2024-01-16
4
OA
AI
Giannini, Julia; Lerner, Edan; Zamponi, Francesco; Manning, M. Lisa
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Finding defects in glasses through machine learning
通过机器学习发现眼镜的缺陷
NATURE COMMUNICATIONS
IF
15.7
2023-07-15
10
OA
AI
Ciarella, Simone; Khomenko, Dmytro; Berthier, Ludovic; Mocanu, Felix C.; Reichman, David R.; Scalliet, Camille; Zamponi, Francesco
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Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems
MACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF
4.6
2023-03-14
19
OA
AI
Ciarella, Simone; Trinquier, Jeanne; Weigt, Martin; Zamponi, Francesco
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Creating bulk ultrastable glasses by random particle bonding
通过随机颗粒粘合创建块状超稳定玻璃
NATURE COMMUNICATIONS
IF
15.7
2023-01-07
3
OA
AI
Ozawa, Misaki; Iwashita, Yasutaka; Kob, Walter; Zamponi, Francesco
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Microscopic observation of two-level systems in a metallic glass model
金属玻璃模型中两级系统的显微观察
JOURNAL OF CHEMICAL PHYSICS
IF
3.1
2023-01-03
11
OA
AI
Mocanu, Felix C. C.; Berthier, Ludovic; Ciarella, Simone; Khomenko, Dmytro; Reichman, David R. R.; Scalliet, Camille; Zamponi, Francesco
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Efficient generative modeling of protein sequences using simple autoregressive models (vol 12, pg 5800, 2021)
NATURE COMMUNICATIONS
IF
15.7
2022-04-01
0
OA
AI
Trinquier, Jeanne; Uguzzoni, Guido; Pagnani, Andrea; Zamponi, Francesco; Weigt, Martin
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Supervised perceptron learning vs unsupervised Hebbian unlearning: Approaching optimal memory retrieval in Hopfield-like networks
JOURNAL OF CHEMICAL PHYSICS
IF
3.1
2022-03-11
15
OA
AI
Benedetti, Marco; Ventura, Enrico; Marinari, Enzo; Ruocco, Giancarlo; Zamponi, Francesco
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Modeling Sequence-Space Exploration and Emergence of Epistatic Signals in Protein Evolution
MOLECULAR BIOLOGY AND EVOLUTION
IF
5.3
2021-11-09
27
OA
AI
Bisardi, Matteo; Rodriguez-Rivas, Juan; Zamponi, Francesco; Weigt, Martin
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研究方向
暂无研究方向
合作学者
合作期刊
J
Juan Pablo
H 指数: 114 · 论文数: 3.2K
G
Giorgio Parisi
H 指数: 108 · 论文数: 939
B
Bernhard Bettler
H 指数: 79 · 论文数: 268
D
David R. Reichman
H 指数: 74 · 论文数: 354
L
Ludovic Berthier
H 指数: 71 · 论文数: 374
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