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M

Matthieu Wyart

universite libre de bruxelles

46H-index
218Paper Count
8.4KCitation Count
Published Papers 24
Publication Date
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How Deep Neural Networks Learn Compositional Data: The Random Hierarchy Model
errPHYSICAL REVIEW X
IF15.7
err2024-07-01
err0
errOAAI
errCagnetta, Francesco; Petrini, Leonardo; Tomasini, Umberto M.; Favero, Alessandro; Wyart, Matthieu
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Local vs. cooperative: Unraveling glass transition mechanisms with SEER
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2024-05-24
err2
errOAAI
errCiamarra, Massimo Pica; Ji, Wencheng; Wyart, Matthieu
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On the different regimes of stochastic gradient descent
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2024-02-20
err3
errOAAI
errSclocchi, Antonio; Wyart, Matthieu
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How deep convolutional neural networks lose spatial information with training
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-11-09
err6
errOAAI
errTomasini, Umberto M.; Petrini, Leonardo; Cagnetta, Francesco; Wyart, Matthieu
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Scaling Description of Dynamical Heterogeneity and Avalanches of Relaxation in Glass-Forming Liquids
errPHYSICAL REVIEW X
IF15.7
err2023-09-21
err14
errOAAI
errTahaei, Ali; Biroli, Giulio; Ozawa, Misaki; Popovi, Marko; Wyart, Matthieu
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Hydrodynamic-driven morphogenesis of karst draperies: spatio-temporal analysis of the two-dimensional impulse response (vol 910, A53, 2021)
errJOURNAL OF FLUID MECHANICS
IF3.9
err2021-09-17
err0
errOAAI
errLedda, P. G.; Balestra, G.; Lerisson, G.; Scheid, B.; Wyart, M.; Gallaire, F.
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errSave
Landscape and training regimes in deep learning
errPHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS
IF29.5
err2021-08-01
err18
errOAAI
errGeiger, Mario; Petrini, Leonardo; Wyart, Matthieu
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How isotropic kernels perform on simple invariants
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2021-03-02
err9
errOAAI
errPaccolat, Jonas; Spigler, Stefano; Wyart, Matthieu
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Hydrodynamic-driven morphogenesis of karst draperies: spatio-temporal analysis of the two-dimensional impulse response
errJOURNAL OF FLUID MECHANICS
IF3.9
err2021-01-22
err11
errOAAI
errLedda, Pier Giuseppe; Balestra, Gioele; Lerisson, Gaetan; Scheid, Benoit; Wyart, Matthieu; Gallaire, Francois
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How collective asperity detachments nucleate slip at frictional interfaces
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2019-11-07
err26
errOAAI
errde Geus, Tom W. J.; Popovic, Marko; Ji, Wencheng; Rosso, Alberto; Wyart, Matthieu
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Mechanics of Allostery: Contrasting the Induced Fit and Population Shift Scenarios
errBIOPHYSICAL JOURNAL
IF3.1
err2019-11-01
err8
errOAAI
errRavasio, Riccardo; Flatt, Solange Marie; Yan, Le; Zamuner, Stefano; Brito, Carolina; Wyart, Matthieu
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Universality of jamming of nonspherical particles
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2018-10-31
err49
errOAAI
errBrito, Carolina; Ikeda, Harukuni; Urbani, Pierfrancesco; Wyart, Matthieu; Zamponi, Francesco
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errSave
Friction law and hysteresis in granular materials
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2017-08-15
err48
errOAAI
errDeGiuli, E.; Wyart, M.
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errSave
Architecture and coevolution of allosteric materials
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2017-02-21
err93
errOAAI
errYan, Le; Ravasio, Riccardo; Brito, Carolina; Wyart, Matthieu
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Scale-free channeling patterns near the onset of erosion of sheared granular beds
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2016-10-05
err16
errOAAI
errAussillous, Pascale; Zou, Zhenhai; Guazzelli, Elisabeth; Yan, Le; Wyart, Matthieu
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errSave
Mean-Field Description of Plastic Flow in Amorphous Solids
errPHYSICAL REVIEW X
IF15.7
err2016-01-21
err65
errOAAI
errLin, Jie; Wyart, Matthieu
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errSave
Theory of the jamming transition at finite temperature
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2015-04-23
err44
errOAAI
errDeGiuli, E.; Lerner, E.; Wyart, M.
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errSave
Force distribution affects vibrational properties in hard-sphere glasses
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2014-11-18
err90
errOAAI
errDeGiuli, Eric; Lerner, Edan; Brito, Carolina; Wyart, Matthieu
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Scaling description of the yielding transition in soft amorphous solids at zero temperature
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2014-09-22
err195
errOAAI
errLin, Jie; Lerner, Edan; Rosso, Alberto; Wyart, Matthieu
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Why glass elasticity affects the thermodynamics and fragility of supercooled liquids
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2013-04-01
err40
errOAAI
errYan, Le; Duering, Gustavo; Wyart, Matthieu
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Research Directions

No research directions
Co-authors
Cooperation Journals
A
Aravinthan D. T. Samuel
H-index: 59 · Papers: 167
G
Giulio Biroli
H-index: 59 · Papers: 319
F
Francesco Zamponi
H-index: 49 · Papers: 284
É
Élisabeth Guazzelli
H-index: 42 · Papers: 200
C
Christopher Fang‐Yen
H-index: 41 · Papers: 146
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