logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
F

Francesco Zamponi

sapienza university rome

49H-index
284Paper Count
7.8KCitation Count
Published Papers 50
Publication Date
logo
Author Correction: Exploring the space of self-reproducing ribozymes using generative models
errNature Communications
IF15.7
err2025-12-18
err0
errOAAI
errCamille N. Lambert; Vaitea Opuu; Francesco Calvanese; Polina Pavlinova; Francesco Zamponi; Eric J. Hayden; Martin Weigt; Matteo Smerlak; Philippe Nghe
errShare
errSave
Performance of machine-learning-assisted Monte Carlo in sampling from simple statistical physics models
errPHYSICAL REVIEW E
IF2.4
err2025-10-07
err0
errOAAI
errDel Bono, Luca Maria; Ricci-Tersenghi, Federico; Zamponi, Francesco
errShare
errSave
Exploring the space of self-reproducing ribozymes using generative models
errNature Communications
IF15.7
err2025-08-22
err0
errOAAI
errCamille N. Lambert; Vaitea Opuu; Francesco Calvanese; Polina Pavlinova; Francesco Zamponi; Eric J. Hayden; Martin Weigt; Matteo Smerlak; Philippe Nghe
errShare
errSave
Fluctuations and the limit of predictability in protein evolution
errReports on Progress in Physics
IF20.7
err2025-07-09
err0
PREAI
errSaverio Rossi; Leonardo Di Bari; Martin Weigt; Francesco Zamponi
errShare
errSave
Yielding and plasticity in amorphous solids
errNATURE REVIEWS PHYSICS
IF39.5
err2025-05-19
err0
errOAAI
errLudovic Berthier; Giulio Biroli; Lisa Manning; Francesco Zamponi
errShare
errSave
Nearest-neighbors neural network architecture for efficient sampling of statistical physics models
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2025-04-28
err0
errOAAI
errDel Bono, Luca Maria; Ricci-Tersenghi, Federico; Zamponi, Francesco
errShare
errSave
Understanding epistatic networks in the B1 β-lactamases through coevolutionary statistical modeling and deep mutational scanning (vol 15, 8441 , 2024)
errNATURE COMMUNICATIONS
IF15.7
err2024-11-27
err0
errOAAI
errChen, J. Z.; Bisardi, M.; Lee, D.; Cotogno, S.; Zamponi, F.; Weigt, M.; Tokuriki, N.
errShare
errSave
Understanding epistatic networks in the B1 β-lactamases through coevolutionary statistical modeling and deep mutational scanning
errNATURE COMMUNICATIONS
IF15.7
err2024-09-30
err0
errOAAI
errChen, J. Z.; Bisardi, M.; Lee, D.; Cotogno, S.; Zamponi, F.; Weigt, M.; Tokuriki, N.
errShare
errSave
Emergent time scales of epistasis in protein evolution
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2024-09-26
err0
errOAAI
errDibari, Leonardo; Bisardi, Matteo; Cotogno, Sabrina; Weigt, Martin; Zamponi, Francesco
errShare
errSave
Unlearning regularization for Boltzmann machines
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-06-27
err2
errOAAI
errVentura, Enrico; Cocco, Simona; Monasson, Remi; Zamponi, Francesco
errShare
errSave
Towards parsimonious generative modeling of RNA families
errNUCLEIC ACIDS RESEARCH
IF13.1
err2024-04-25
err0
errOAAI
errCalvanese, Francesco; Lambert, Camille N.; Nghe, Philippe; Zamponi, Francesco; Weigt, Martin
errShare
errSave
The nature of non-phononic excitations in disordered systems
errNATURE COMMUNICATIONS
IF15.7
err2024-04-10
err3
errOAAI
errSchirmacher, Walter; Paoluzzi, Matteo; Mocanu, Felix Cosmin; Khomenko, Dmytro; Szamel, Grzegorz; Zamponi, Francesco; Ruocco, Giancarlo
errShare
errSave
Scaling regimes and fluctuations of observables in computer glasses approaching the unjamming transition
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-01-16
err4
errOAAI
errGiannini, Julia; Lerner, Edan; Zamponi, Francesco; Manning, M. Lisa
errShare
errSave
Finding defects in glasses through machine learning
errNATURE COMMUNICATIONS
IF15.7
err2023-07-15
err10
errOAAI
errCiarella, Simone; Khomenko, Dmytro; Berthier, Ludovic; Mocanu, Felix C.; Reichman, David R.; Scalliet, Camille; Zamponi, Francesco
errShare
errSave
Machine-learning-assisted Monte Carlo fails at sampling computationally hard problems
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-03-14
err19
errOAAI
errCiarella, Simone; Trinquier, Jeanne; Weigt, Martin; Zamponi, Francesco
errShare
errSave
Creating bulk ultrastable glasses by random particle bonding
errNATURE COMMUNICATIONS
IF15.7
err2023-01-07
err3
errOAAI
errOzawa, Misaki; Iwashita, Yasutaka; Kob, Walter; Zamponi, Francesco
errShare
errSave
Microscopic observation of two-level systems in a metallic glass model
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2023-01-03
err11
errOAAI
errMocanu, Felix C. C.; Berthier, Ludovic; Ciarella, Simone; Khomenko, Dmytro; Reichman, David R. R.; Scalliet, Camille; Zamponi, Francesco
errShare
errSave
Efficient generative modeling of protein sequences using simple autoregressive models (vol 12, pg 5800, 2021)
errNATURE COMMUNICATIONS
IF15.7
err2022-04-01
err0
errOAAI
errTrinquier, Jeanne; Uguzzoni, Guido; Pagnani, Andrea; Zamponi, Francesco; Weigt, Martin
errShare
errSave
Supervised perceptron learning vs unsupervised Hebbian unlearning: Approaching optimal memory retrieval in Hopfield-like networks
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2022-03-11
err15
errOAAI
errBenedetti, Marco; Ventura, Enrico; Marinari, Enzo; Ruocco, Giancarlo; Zamponi, Francesco
errShare
errSave
Modeling Sequence-Space Exploration and Emergence of Epistatic Signals in Protein Evolution
errMOLECULAR BIOLOGY AND EVOLUTION
IF5.3
err2021-11-09
err27
errOAAI
errBisardi, Matteo; Rodriguez-Rivas, Juan; Zamponi, Francesco; Weigt, Martin
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
J
Juan Pablo
H-index: 114 · Papers: 3.2K
G
Giorgio Parisi
H-index: 108 · Papers: 939
B
Bernhard Bettler
H-index: 79 · Papers: 268
D
David R. Reichman
H-index: 74 · Papers: 353
L
Ludovic Berthier
H-index: 71 · Papers: 374
View more