Publications

2024

Journal Articles

Testing Theories of the Glass Transition with the Same Liquid but Many Kinetic Rules

C. Gavazzoni; C. Brito; M. Wyart 

Physical Review Letters. 2024-06-11. Vol. 132, num. 24, p. 248201. DOI : 10.1103/PhysRevLett.132.248201.

Local vs. cooperative: Unraveling glass transition mechanisms with SEER

M. P. Ciamarra; W. Ji; M. Wyart 

Proceedings Of The National Academy Of Sciences Of The United States Of America. 2024-05-28. Vol. 121, num. 22, p. e2400611121. DOI : 10.1073/pnas.2400611121.

2023

Journal Articles

How deep convolutional neural networks lose spatial information with training

U. M. Tomasini; L. Petrini; F. Cagnetta; M. Wyart 

Machine Learning-Science And Technology. 2023-12-01. Vol. 4, num. 4, p. 045026. DOI : 10.1088/2632-2153/ad092c.

Learning sparse features can lead to overfitting in neural networks

L. Petrini; F. Cagnetta; E. Vanden-Eijnden; M. Wyart 

Journal Of Statistical Mechanics-Theory And Experiment. 2023-11-01. Vol. 2023, num. 11, p. 114003. DOI : 10.1088/1742-5468/ad01b9.

Scaling Description of Dynamical Heterogeneity and Avalanches of Relaxation in Glass-Forming Liquids

A. Tahaei; G. Biroli; M. Ozawa; M. Popovi; M. Wyart 

Physical Review X. 2023-09-21. Vol. 13, num. 3, p. 031034. DOI : 10.1103/PhysRevX.13.031034.

A recipe for cracking the quantum scaling limit with machine learned electron densities

J. A. Rackers; L. Tecot; M. Geiger; T. E. Smidt 

Machine Learning-Science And Technology. 2023-03-01. Vol. 4, num. 1, p. 015027. DOI : 10.1088/2632-2153/acb314.

Theses

Breaking the Curse of Dimensionality in Deep Neural Networks by Learning Invariant Representations

L. Petrini / M. Wyart (Dir.)  

Lausanne, EPFL, 2023. 

2022

Journal Articles

Scaling theory for the statistics of slip at frictional interfaces

T. W. J. de Geus; M. Wyart 

Physical Review E. 2022-12-08. Vol. 106, num. 6, p. 065001. DOI : 10.1103/PhysRevE.106.065001.

Scaling Description of Creep Flow in Amorphous Solids

M. Popovic; T. W. J. de Geus; W. Ji; A. Rosso; M. Wyart 

Physical Review Letters. 2022-11-09. Vol. 129, num. 20, p. 208001. DOI : 10.1103/PhysRevLett.129.208001.

Locality defeats the curse of dimensionality in convolutional teacher-student scenarios*

A. Favero; F. Cagnetta; M. Wyart 

Journal Of Statistical Mechanics-Theory And Experiment. 2022-11-01. Vol. 2022, num. 11, p. 114012. DOI : 10.1088/1742-5468/ac98ab.

Relative stability toward diffeomorphisms indicates performance in deep nets

L. Petrini; A. Favero; M. Geiger; M. Wyart 

Journal Of Statistical Mechanics-Theory And Experiment. 2022-11-01. Vol. 2022, num. 11, p. 114013. DOI : 10.1088/1742-5468/ac98ac.

Mean-field description for the architecture of low-energy excitations in glasses

W. Ji; T. de Geus; E. Agoritsas; M. Wyart 

Physical Review E. 2022-04-04. Vol. 105, p. 044601. DOI : 10.1103/PhysRevE.105.044601.

High-dimensional optimization under nonconvex excluded volume constraints

A. Sclocchi; P. Urbani 

Physical Review E. 2022-02-23. Vol. 105, num. 2, p. 024134. DOI : 10.1103/PhysRevE.105.024134.

Bottlenecks, Modularity, and the Neural Control of Behavior

A. Nande; V. Dubinkina; R. Ravasio; G. H. Zhang; G. J. Berman 

Frontiers In Behavioral Neuroscience. 2022-04-06. Vol. 16, p. 835753. DOI : 10.3389/fnbeh.2022.835753.

E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials

S. Batzner; A. Musaelian; L. Sun; M. Geiger; J. P. Mailoa et al. 

Nature Communications. 2022-05-04. Vol. 13, num. 1, p. 2453. DOI : 10.1038/s41467-022-29939-5.

Microscopic interplay of temperature and disorder of a one-dimensional elastic interface

N. Caballero; T. Giamarchi; V. Lecomte; E. Agoritsas 

Physical Review E. 2022-04-25. Vol. 105, p. 044138. DOI : 10.1103/PhysRevE.105.044138.

Conference Papers

Failure and success of the spectral bias prediction for Laplace Kernel Ridge Regression: the case of low-dimensional data

U. M. Tomasini; A. Sclocchi; M. Wyart 

2022-01-01. 38th International Conference on Machine Learning (ICML), Baltimore, MD, Jul 17-23, 2022.

Posters

Learning sparse features can lead to overfitting in neural networks

L. Petrini; F. Cagnetta; E. Vanden-Eijnden; M. Wyart 

36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, USA, Nov 28-Dec 3, 2022.

2021

Journal Articles

Work fluctuations in the active Ornstein-Uhlenbeck particle model

M. Semeraro; A. Suma; I. Petrelli; F. Cagnetta; G. Gonnella 

Journal Of Statistical Mechanics-Theory And Experiment. 2021-12-01. Vol. 2021, num. 12, p. 123202. DOI : 10.1088/1742-5468/ac3d37.

Thermally activated flow in models of amorphous solids

M. Popovic; T. W. J. de Geus; W. Ji; M. Wyart 

Physical Review E. 2021-08-31. Vol. 104, num. 2, p. 025010. DOI : 10.1103/PhysRevE.104.025010.

Predictors and predictands of linear response in spatially extended systems

U. M. Tomasini; V. Lucarini 

European Physical Journal-Special Topics. 2021-06-17. Vol. 230, p. 2813–2832. DOI : 10.1140/epjs/s11734-021-00158-1.

Nonlocal Effects Reflect the Jamming Criticality in Frictionless Granular Flows Down Inclines

H. Perrin; M. Wyart; B. Metzger; Y. Forterre 

Physical Review Letters. 2021-06-01. Vol. 126, num. 22, p. 228002. DOI : 10.1103/PhysRevLett.126.228002.

How isotropic kernels perform on simple invariants

J. Paccolat; S. Spigler; M. Wyart 

Machine Learning-Science And Technology. 2021-06-01. Vol. 2, num. 2, p. 025020. DOI : 10.1088/2632-2153/abd485.

Landscape and training regimes in deep learning

M. Geiger; L. Petrini; M. Wyart 

Physics Reports. 2021-04-16. Vol. 924, p. 1-18. DOI : 10.1016/j.physrep.2021.04.001.

Geometric compression of invariant manifolds in neural networks

J. Paccolat; L. Petrini; M. Geiger; K. Tyloo; M. Wyart 

Journal Of Statistical Mechanics-Theory And Experiment. 2021-04-01. Vol. 2021, num. 4, p. 044001. DOI : 10.1088/1742-5468/abf1f3.

Inferring the flow properties of epithelial tissues from their geometry

M. Popovic; V. Druelle; N. A. Dye; F. Juelicher; M. Wyart 

New Journal Of Physics. 2021-03-01. Vol. 23, num. 3, p. 033004. DOI : 10.1088/1367-2630/abcbc7.

Hydrodynamic-driven morphogenesis of karst draperies: spatio-temporal analysis of the two-dimensional impulse response

P. G. Ledda; G. Balestra; G. Lerisson; B. Scheid; M. Wyart et al. 

Journal Of Fluid Mechanics. 2021-01-22. Vol. 910, p. A53. DOI : 10.1017/jfm.2020.1010.

Supersymmetries in nonequilibrium Langevin dynamics

B. Marguet; E. Agoritsas; L. Canet; V. Lecomte 

Physical Review E. 2021-10-19. Vol. 104, p. 044120. DOI : 10.1103/PhysRevE.104.044120.

Field-dependent roughness of moving domain walls in a Pt/Co/Pt magnetic thin film

M. J. Cortés Burgos; P. C. Guruciaga; D. Jordán; C. P. Quinteros; E. Agoritsas et al. 

Physical Review. 2021-10-05. Vol. B104, num. 14, p. 144202. DOI : 10.1103/PhysRevB.104.144202.

A numerical study of the statistics of roughness parameters for fluctuating interfaces

S. Bustingorry; J. Guyonnet; P. Paruch; E. Agoritsas 

Journal Of Physics-Condensed Matter. 2021-08-25. Vol. 33, num. 34, p. 345001. DOI : 10.1088/1361-648X/ac0b20.

Self-organized patterning of cell morphology via mechanosensitive feedback

N. A. Dye; M. Popovic; K. V. Iyer; J. F. Fuhrmann; R. Piscitello-Gomez et al. 

Elife. 2021-03-26. Vol. 10, p. e57964. DOI : 10.7554/eLife.57964.

A direct link between active matter and sheared granular systems

P. K. Morse; S. Roy; E. Agoritsas; E. Stanifer; E. I. Corwin et al. 

Proceedings of the National Academy of Sciences. 2021. Vol. 118, num. 18, p. e2019909118. DOI : 10.1073/pnas.2019909118.

Mean-field dynamics of infinite-dimensional particle systems: global shear versus random local forcing

E. Agoritsas 

Journal of Statistical Mechanics: Theory and Experiment. 2021-03-02. Vol. 2021, p. 033501. DOI : 10.1088/1742-5468/abdd18.

Finding symmetry breaking order parameters with Euclidean neural networks

T. E. Smidt; M. Geiger; B. K. Miller 

Physical Review Research. 2021-01-04. Vol. 3, num. 1, p. L012002. DOI : 10.1103/PhysRevResearch.3.L012002.

Theses

Loss landscape and symmetries in Neural Networks

M. Geiger / M. Wyart (Dir.)  

Lausanne, EPFL, 2021. 

Local excitations in amorphous solids

W. Ji / M. Wyart (Dir.)  

Lausanne, EPFL, 2021. 

Posters

Relative stability toward diffeomorphisms indicates performance in deep nets

L. Petrini; A. Favero; M. Geiger; M. Wyart 

35th Conference on Neural Information Processing Systems (NeurIPS 2021), Online, Decembre 6-14, 2021.

Locality defeats the curse of dimensionality in convolutional teacher-student scenarios

A. Favero; F. Cagnetta; M. Wyart 

35th Conference on Neural Information Processing Systems (NeurIPS 2021), Online, Decembre 6-14, 2021.

2020

Journal Articles

Thermal origin of quasilocalized excitations in glasses

W. Ji; T. W. J. de Geus; M. Popovic; E. Agoritsas; M. Wyart 

Physical Review E. 2020-12-04. Vol. 102, num. 6, p. 062110. DOI : 10.1103/PhysRevE.102.062110.

Asymptotic learning curves of kernel methods: empirical data versus teacher-student paradigm

S. Spigler; M. Geiger; M. Wyart 

Journal Of Statistical Mechanics-Theory And Experiment. 2020-12-01. Vol. 2020, num. 12, p. 124001. DOI : 10.1088/1742-5468/abc61d.

Disentangling feature and lazy training in deep neural networks

M. Geiger; S. Spigler; A. Jacot; M. Wyart 

Journal Of Statistical Mechanics-Theory And Experiment. 2020-11-01. Vol. 2020, num. 11, p. 113301. DOI : 10.1088/1742-5468/abc4de.

Jamming with Tunable Roughness

H. Ikeda; C. Brito; M. Wyart; F. Zamponi 

Physical Review Letters. 2020-05-18. Vol. 124, num. 20, p. 208001. DOI : 10.1103/PhysRevLett.124.208001.

Direct coupling analysis of epistasis in allosteric materials

B. Bravi; R. Ravasio; C. Brito; M. Wyart 

Plos Computational Biology. 2020-03-01. Vol. 16, num. 3, p. e1007630. DOI : 10.1371/journal.pcbi.1007630.

Infinitesimal asphericity changes the universality of the jamming transition

H. Ikeda; C. Brito; M. Wyart 

Journal Of Statistical Mechanics-Theory And Experiment. 2020-03-01. Vol. 2020, num. 3, p. 033302. DOI : 10.1088/1742-5468/ab74cb.

Scaling description of generalization with number of parameters in deep learning

M. Geiger; A. Jacot; S. Spigler; F. Gabriel; L. Sagun et al. 

Journal Of Statistical Mechanics-Theory And Experiment. 2020-02-01. Vol. 2020, num. 2, p. 023401. DOI : 10.1088/1742-5468/ab633c.

From bulk descriptions to emergent interfaces: Connecting the Ginzburg-Landau and elastic-line models

N. Caballero; E. Agoritsas; V. Lecomte; T. Giamarchi 

Physical Review B. 2020-09-24. Vol. 102, num. 10, p. 104204. DOI : 10.1103/PhysRevB.102.104204.

Improving the initial guess for the Newton-Raphson protocol in time-dependent simulations

J. C. Volmer; T. W. J. de Geus; R. H. J. Peerlings 

Journal Of Computational Physics. 2020-11-01. Vol. 420, p. 109721. DOI : 10.1016/j.jcp.2020.109721.

Systematic model reduction captures the dynamics of extrinsic noise in biochemical subnetworks

B. Bravi; K. J. Rubin; P. Sollich 

Journal Of Chemical Physics. 2020-07-14. Vol. 153, num. 2, p. 025101. DOI : 10.1063/5.0008304.

Energy-based comparison between the Fourier-Galerkin method and the finite element method

J. Vondrejc; T. W. J. de Geus 

Journal Of Computational And Applied Mathematics. 2020-08-15. Vol. 374, p. 112585. DOI : 10.1016/j.cam.2019.112585.

Theses

Mechanics and co-evolution of allosteric materials and proteins

R. Ravasio / M. Wyart (Dir.)  

Lausanne, EPFL, 2020. 

2019

Journal Articles

Comparing dynamics: deep neural networks versus glassy systems

M. Baity-Jesi; L. Sagun; M. Geiger; S. Spigler; G. Ben Arpus et al. 

Journal Of Statistical Mechanics-Theory And Experiment. 2019-12-01. Vol. 2019, num. 12, p. 124013. DOI : 10.1088/1742-5468/ab3281.

How collective asperity detachments nucleate slip at frictional interfaces

T. W. J. de Geus; M. Popovic; W. Ji; A. Rosso; M. Wyart 

Proceedings Of The National Academy Of Sciences Of The United States Of America. 2019-11-26. Vol. 116, num. 48, p. 23977-23983. DOI : 10.1073/pnas.1906551116.

A jamming transition from under- to over-parametrization affects generalization in deep learning

S. Spigler; M. Geiger; S. d’Ascoli; L. Sagun; G. Biroli et al. 

Journal Of Physics A-Mathematical And Theoretical. 2019-11-22. Vol. 52, num. 47, p. 474001. DOI : 10.1088/1751-8121/ab4c8b.

Mechanics of Allostery: Contrasting the Induced Fit and Population Shift Scenarios

R. Ravasio; S. M. Flatt; L. Yan; S. Zamuner; C. Brito et al. 

Biophysical Journal. 2019-11-19. Vol. 117, num. 10, p. 1954-1962. DOI : 10.1016/j.bpj.2019.10.002.

Interparticle Friction Leads to Nonmonotonic Flow Curves and Hysteresis in Viscous Suspensions

H. Perrin; C. Clavaud; M. Wyart; B. Metzger; Y. Forterre 

Physical Review X. 2019-08-16. Vol. 9, num. 3, p. 031027. DOI : 10.1103/PhysRevX.9.031027.

Jamming transition as a paradigm to understand the loss landscape of deep neural networks

M. Geiger; S. Spigler; S. d’Ascoli; L. Sagun; M. Baity-Jesi et al. 

Physical Review E. 2019-07-11. Vol. 100, num. 1, p. 012115. DOI : 10.1103/PhysRevE.100.012115.

Theory for the density of interacting quasilocalized modes in amorphous solids

W. Ji; M. Popovic; T. W. J. de Geus; E. Lerner; M. Wyart 

Physical Review E. 2019-02-19. Vol. 99, num. 2, p. 023003. DOI : 10.1103/PhysRevE.99.023003.

Fast generation of ultrastable computer glasses by minimization of an augmented potential energy

G. Kapteijns; W. Ji; C. Brito; M. Wyart; E. Lerner 

Physical Review E. 2019-01-04. Vol. 99, num. 1, p. 012106. DOI : 10.1103/PhysRevE.99.012106.

Maximum-energy records in glassy energy landscapes

I. Hartarsky; M. Baity-Jesi; R. Ravasio; A. Billoire; G. Biroli 

Journal Of Statistical Mechanics-Theory And Experiment. 2019-09-01.  p. 093302. DOI : 10.1088/1742-5468/ab38bf.

Out-of-equilibrium dynamical equations of infinite-dimensional particle systems. II. The anisotropic case under shear strain

E. Agoritsas; T. Maimbourg; F. Zamponi 

Journal Of Physics A-Mathematical And Theoretical. 2019-07-22. Vol. 52, num. 33, p. 334001. DOI : 10.1088/1751-8121/ab2b68.

Out-of-equilibrium dynamical equations of infinite-dimensional particle systems I. The isotropic case

E. Agoritsas; T. Maimbourg; F. Zamponi 

Journal Of Physics A-Mathematical And Theoretical. 2019-03-12. Vol. 52, num. 14, p. 144002. DOI : 10.1088/1751-8121/ab099d.

Conference Papers

A General Theory of Equivariant CNNs on Homogeneous Spaces

T. S. Cohen; M. Geiger; M. Weiler 

2019-01-01. 33rd Conference on Neural Information Processing Systems (NeurIPS), Vancouver, CANADA, Dec 08-14, 2019.

Reviews

Allostery in Its Many Disguises: From Theory to Applications

S. J. Wodak; E. Paci; N. V. Dokholyan; I. N. Berezovsky; A. Horovitz et al. 

Structure. 2019-04-02. Vol. 27, num. 4, p. 566-578. DOI : 10.1016/j.str.2019.01.003.

2018

Journal Articles

Spatial structure of quasilocalized vibrations in nearly jammed amorphous solids

M. Shimada; H. Mizuno; M. Wyart; A. Ikeda 

Physical Review E. 2018-12-20. Vol. 98, num. 6, p. 060901. DOI : 10.1103/PhysRevE.98.060901.

Universality of jamming of nonspherical particles

C. Brito; H. Ikeda; P. Urbani; M. Wyart; F. Zamponi 

Proceedings Of The National Academy Of Sciences Of The United States Of America. 2018-11-13. Vol. 115, num. 46, p. 11736-11741. DOI : 10.1073/pnas.1812457115.

Elastoplastic description of sudden failure in athermal amorphous materials during quasistatic loading

M. Popovic; T. W. J. de Geus; M. Wyart 

Physical Review E. 2018-10-11. Vol. 98, num. 4, p. 040901. DOI : 10.1103/PhysRevE.98.040901.

Theory for Swap Acceleration near the Glass and Jamming Transitions for Continuously Polydisperse Particles

C. Brito; E. Lerner; M. Wyart 

Physical Review X. 2018. Vol. 8, num. 3, p. 031050. DOI : 10.1103/PhysRevX.8.031050.

Shear fronts in shear-thickening suspensions

E. Han; M. Wyart; I. Peters; H. Jaeger 

Physical Review Fluids. 2018. Vol. 3, num. 7, p. 073301. DOI : 10.1103/PhysRevFluids.3.073301.

Principles for Optimal Cooperativity in Allosteric Materials

L. Yan; R. Ravasio; C. Brito; M. Wyart 

BIOPHYSICAL JOURNAL. 2018. Vol. 114, num. 12, p. 2787-2798. DOI : 10.1016/j.bpj.2018.05.015.

Microscopic processes controlling the Herschel-Bulkley exponent

J. Lin; M. Wyart 

Physical Review E. 2018. Vol. 97, num. 1, p. 012603. DOI : 10.1103/PhysRevE.97.012603.

Conference Papers

Comparing Dynamics: Deep Neural Networks versus Glassy Systems

M. Baity-Jesi; L. D. Sagun; M. Geiger; S. Spigler; G. Ben Arous et al. 

2018. 35th International Conference on Machine Learning (ICML), Stockholm, Sweden, July 10-15, 2018. p. 314-323.

3D Steerable CNNs: Learning Rotationally Equivariant Features in Volumetric Data

M. Weiler; M. Geiger; M. Welling; W. Boomsma; T. Cohen 

2018-01-01. 32nd Conference on Neural Information Processing Systems (NIPS), Montreal, CANADA, Dec 02-08, 2018.

2017

Journal Articles

Does a Growing Static Length Scale Control the Glass Transition?

M. Wyart; M. E. Cates 

Physical Review Letters. 2017. Vol. 119, num. 19, p. 195501. DOI : 10.1103/PhysRevLett.119.195501.

Friction law and hysteresis in granular materials

E. Degiuli; M. Wyart 

Proceedings Of The National Academy Of Sciences Of The United States Of America. 2017. Vol. 114, num. 35, p. 9284-9289. DOI : 10.1073/pnas.1706105114.

Statistical physics approaches to subnetwork dynamics in biochemical systems

B. Bravi; P. Sollich 

Physical Biology. 2017. Vol. 14, num. 4, p. 045010. DOI : 10.1088/1478-3975/aa7363.

Scaling description of non-local rheology

T. Gueudre; J. Lin; A. Rosso; M. Wyart 

Soft Matter. 2017. Vol. 13, num. 20, p. 3794-3801. DOI : 10.1039/c7sm00434f.

Finite strain FFT-based non-linear solvers made simple

T. W. J. De Geus; J. Vondrejc; J. Zeman; R. H. J. Peerlings; M. G. D. Geers 

Computer Methods In Applied Mechanics And Engineering. 2017. Vol. 318, p. 412-430. DOI : 10.1016/j.cma.2016.12.032.

Architecture and coevolution of allosteric materials

L. Yan; R. Ravasio; C. Brito; M. Wyart 

Proceedings Of The National Academy Of Sciences Of The United States Of America. 2017. Vol. 114, num. 10, p. 2526-2531. DOI : 10.1073/pnas.1615536114.

Effect of friction on dense suspension flows of hard particles

M. Trulsson; E. Degiuli; M. Wyart 

Physical Review E. 2017. Vol. 95, num. 1, p. 012605. DOI : 10.1103/PhysRevE.95.012605.

2016

Journal Articles

Scaling for hard-sphere colloidal glasses near jamming

R. Zargar; E. Degiuli; D. Bonn 

Epl. 2016. Vol. 116, num. 6, p. 68004. DOI : 10.1209/0295-5075/116/68004.

Evidence for Marginal Stability in Emulsions

J. Lin; I. Jorjadze; L-L. Pontani; M. Wyart; J. Brujic 

Physical Review Letters. 2016. Vol. 117, num. 20, p. 208001. DOI : 10.1103/PhysRevLett.117.208001.

Comment on “What Determines the Static Force Chains in Stressed Granular Media?”

E. Degiuli; J. N. Mcelwaine 

Physical Review Letters. 2016. Vol. 117, num. 15, p. 159801. DOI : 10.1103/PhysRevLett.117.159801.

Scale-free channeling patterns near the onset of erosion of sheared granular beds

P. Aussillous; Z. Zou; É. Guazzelli; L. Yan; M. Wyart 

Proceedings of the National Academy of Sciences. 2016. Vol. 113, num. 42, p. 11788-11793. DOI : 10.1073/pnas.1609023113.

Unsteady flow and particle migration in dense, non-Brownian suspensions

M. Hermes; B. M. Guy; W. C. K. Poon; G. Poy; M. E. Cates et al. 

Journal of Rheology. 2016. Vol. 60, num. 5, p. 905-916. DOI : 10.1122/1.4953814.

Effect of particle collisions in dense suspension flows

G. During; E. Lerner; M. Wyart 

Physical Review E. 2016. Vol. 94, num. 2, p. 022601. DOI : 10.1103/PhysRevE.94.022601.

On variational arguments for vibrational modes near jamming (vol 114, 26003, 2016)

L. Yan; E. Degiuli; M. Wyart 

Epl. 2016. Vol. 114, num. 3, p. 39901. DOI : 10.1209/0295-5075/114/39901.

Phase diagram for inertial granular flows

E. Degiuli; J. N. Mcelwaine; M. Wyart 

Physical Review E. 2016. Vol. 94, num. 1, p. 012904. DOI : 10.1103/PhysRevE.94.012904.

On variational arguments for vibrational modes near jamming

L. Yan; E. Degiuli; M. Wyart 

Epl. 2016. Vol. 114, num. 2, p. 26003. DOI : 10.1209/0295-5075/114/26003.

Model for the erosion onset of a granular bed sheared by a viscous fluid

L. Yan; A. Barizien; M. Wyart 

Physical Review E. 2016. Vol. 93, num. 1, p. 012903. DOI : 10.1103/PhysRevE.93.012903.

Mean-Field Description of Plastic Flow in Amorphous Solids

J. Lin; M. Wyart 

Physical Review X. 2016. Vol. 6, num. 1, p. 011005. DOI : 10.1103/PhysRevX.6.011005.

2015

Journal Articles

Theory of the jamming transition at finite temperature

E. Degiuli; E. Lerner; M. Wyart 

The Journal of Chemical Physics. 2015. Vol. 142, num. 16, p. 164503. DOI : 10.1063/1.4918737.

Unified theory of inertial granular flows and non-Brownian suspensions

E. Degiuli; G. Düring; E. Lerner; M. Wyart 

Physical Review E. 2015. Vol. 91, num. 6, p. 062206. DOI : 10.1103/PhysRevE.91.062206.

Marginal Stability in Structural, Spin, and Electron Glasses

M. Müller; M. Wyart 

Annual Review of Condensed Matter Physics. 2015. Vol. 6, num. 1, p. 177-200. DOI : 10.1146/annurev-conmatphys-031214-014614.

Dynamics and Correlations among Soft Excitations in Marginally Stable Glasses

L. Yan; M. Baity-Jesi; M. Müller; M. Wyart 

Physical Review Letters. 2015. Vol. 114, num. 24, p. 247208. DOI : 10.1103/PhysRevLett.114.247208.

Criticality in the Approach to Failure in Amorphous Solids

J. Lin; T. Gueudre; A. Rosso; M. Wyart 

Physical Review Letters. 2015. Vol. 115, num. 16, p. 168001. DOI : 10.1103/PhysRevLett.115.168001.

Adaptive elastic networks as models of supercooled liquids

L. Yan; M. Wyart 

Physical Review E. 2015. Vol. 92, num. 2, p. 022310. DOI : 10.1103/PhysRevE.92.022310.

2014

Journal Articles

Discontinuous Shear Thickening without Inertia in Dense Non-Brownian Suspensions

M. Wyart; M. Cates 

Physical Review Letters. 2014. Vol. 112, num. 9, p. 098302. DOI : 10.1103/PhysRevLett.112.098302.

On the density of shear transformations in amorphous solids

J. Lin; A. Saade; E. Lerner; A. Rosso; M. Wyart 

EPL (Europhysics Letters). 2014. Vol. 105, num. 2, p. 26003. DOI : 10.1209/0295-5075/105/26003.

Breakdown of continuum elasticity in amorphous solids

E. Lerner; E. Degiuli; G. Düring; M. Wyart 

Soft Matter. 2014. Vol. 10, num. 28, p. 5085. DOI : 10.1039/c4sm00311j.

Effects of coordination and pressure on sound attenuation, boson peak and elasticity in amorphous solids

E. Degiuli; A. Laversanne-Finot; G. Düring; E. Lerner; M. Wyart 

Soft Matter. 2014. Vol. 10, num. 30, p. 5628. DOI : 10.1039/C4SM00561A.

Length scales and self-organization in dense suspension flows

G. Düring; E. Lerner; M. Wyart 

Physical Review E. 2014. Vol. 89, num. 2, p. 022305. DOI : 10.1103/PhysRevE.89.022305.

Scaling description of the yielding transition in soft amorphous solids at zero temperature

J. Lin; E. Lerner; A. Rosso; M. Wyart 

Proceedings of the National Academy of Sciences. 2014. Vol. 111, num. 40, p. 14382-14387. DOI : 10.1073/pnas.1406391111.

Granulation and bistability in non-Brownian suspensions

M. E. Cates; M. Wyart 

Rheologica Acta. 2014. Vol. 53, num. 10-11, p. 755-764. DOI : 10.1007/s00397-014-0795-x.

Evolution of Covalent Networks under Cooling: Contrasting the Rigidity Window and Jamming Scenarios

L. Yan; M. Wyart 

Physical Review Letters. 2014. Vol. 113, num. 21, p. 215504. DOI : 10.1103/PhysRevLett.113.215504.

Force distribution affects vibrational properties in hard-sphere glasses

E. Degiuli; E. Lerner; C. Brito; M. Wyart 

Proceedings of the National Academy of Sciences. 2014. Vol. 111, num. 48, p. 17054-17059. DOI : 10.1073/pnas.1415298111.

2013

Journal Articles

Phonon gap and localization lengths in floppy materials

G. Düring; E. Lerner; M. Wyart 

Soft Matter. 2013. Vol. 9, num. 1, p. 146-154. DOI : 10.1039/C2SM25878A.

Low-energy non-linear excitations in sphere packings

E. Lerner; G. Düring; M. Wyart 

Soft Matter. 2013. Vol. 9, num. 34, p. 8252. DOI : 10.1039/c3sm50515d.

Simulations of driven overdamped frictionless hard spheres

E. Lerner; G. Düring; M. Wyart 

Computer Physics Communications. 2013. Vol. 184, num. 3, p. 628-637. DOI : 10.1016/j.cpc.2012.10.020.

Why glass elasticity affects the thermodynamics and fragility of supercooled liquids

L. Yan; G. During; M. Wyart 

Proceedings of the National Academy of Sciences. 2013. Vol. 110, num. 16, p. 6307-6312. DOI : 10.1073/pnas.1300534110.

2012

Journal Articles

Toward a microscopic description of flow near the jamming threshold

E. Lerner; G. Düring; M. Wyart 

EPL (Europhysics Letters). 2012. Vol. 99, num. 5, p. 58003. DOI : 10.1209/0295-5075/99/58003.

A unified framework for non-Brownian suspension flows and soft amorphous solids

E. Lerner; G. During; M. Wyart 

Proceedings of the National Academy of Sciences. 2012. Vol. 109, num. 13, p. 4798-4803. DOI : 10.1073/pnas.1120215109.

Marginal Stability Constrains Force and Pair Distributions at Random Close Packing

M. Wyart 

Physical Review Letters. 2012. Vol. 109, num. 12, p. 125502. DOI : 10.1103/PhysRevLett.109.125502.

Proprioceptive Coupling within Motor Neurons Drives C. elegans Forward Locomotion

Q. Wen; M. D. Po; E. Hulme; S. Chen; X. Liu et al. 

Neuron. 2012. Vol. 76, num. 4, p. 750-761. DOI : 10.1016/j.neuron.2012.08.039.

2011

Journal Articles

Curling instability induced by swelling

S. Douezan; M. Wyart; F. Brochard-Wyart; D. Cuvelier 

Soft Matter. 2011. Vol. 7, num. 4, p. 1506. DOI : 10.1039/c0sm00189a.

Book Chapters

The jamming scenario—an introduction and outlook

A. Liu; S. Nagel; W. van Saarloos; M. Wyart 

Dynamical Heterogeneities in Glasses, Colloids, and Granular Media; Oxford, 2011.

2010

Journal Articles

Scaling of phononic transport with connectivity in amorphous solids

M. Wyart 

EPL (Europhysics Letters). 2010. Vol. 89, num. 6, p. 64001. DOI : 10.1209/0295-5075/89/64001.

Heat transport in model jammed solids

V. Vitelli; N. Xu; M. Wyart; A. J. Liu; S. R. Nagel 

Physical Review E. 2010. Vol. 81, num. 2, p. 021301. DOI : 10.1103/PhysRevE.81.021301.

Correlations between Vibrational Entropy and Dynamics in Liquids

M. Wyart 

Physical Review Letters. 2010. Vol. 104, num. 9, p. 095901. DOI : 10.1103/PhysRevLett.104.095901.

Erratum: Correlations between Vibrational Entropy and Dynamics in Liquids [Phys. Rev. Lett

M. Wyart 

Physical Review Letters. 2010. Vol. 105, num. 7, p. 079902. DOI : 10.1103/PhysRevLett.105.079902.

Evaluating Gene Expression Dynamics Using Pairwise RNA FISH Data

M. Wyart; D. Botstein; N. S. Wingreen 

PLoS Computational Biology. 2010. Vol. 6, num. 11, p. e1000979. DOI : 10.1371/journal.pcbi.1000979.

Biomechanical analysis of gait adaptation in the nematode Caenorhabditis elegans

C. Fang-Yen; M. Wyart; J. Xie; R. Kawai; T. Kodger et al. 

Proceedings of the National Academy of Sciences. 2010. Vol. 107, num. 47, p. 20323-20328. DOI : 10.1073/pnas.1003016107.

2009

Journal Articles

On the dependence of the avalanche angle on the granular layer thickness

M. Wyart 

EPL (Europhysics Letters). 2009. Vol. 85, num. 2, p. 24003. DOI : 10.1209/0295-5075/85/24003.

Energy Transport in Jammed Sphere Packings

N. Xu; V. Vitelli; M. Wyart; A. J. Liu; S. R. Nagel 

Physical Review Letters. 2009. Vol. 102, num. 3, p. 038001. DOI : 10.1103/PhysRevLett.102.038001.

Geometric interpretation of previtrification in hard sphere liquids

C. Brito; M. Wyart 

The Journal of Chemical Physics. 2009. Vol. 131, num. 2, p. 024504. DOI : 10.1063/1.3157261.

2008

Journal Articles

Elasticity of Floppy and Stiff Random Networks

M. Wyart; H. Liang; A. Kabla; L. Mahadevan 

Physical Review Letters. 2008. Vol. 101, num. 21, p. 215501. DOI : 10.1103/PhysRevLett.101.215501.

Relation between bid–ask spread, impact and volatility in order-driven markets

M. Wyart; J-P. Bouchaud; J. Kockelkoren; M. Potters; M. Vettorazzo 

Quantitative Finance. 2008. Vol. 8, num. 1, p. 41-57. DOI : 10.1080/14697680701344515.

2007

Journal Articles

Geometric origin of excess low-frequency vibrational modes in weakly connected amorphous solids

M. Wyart; S. R. Nagel; T. A. Witten 

Europhysics Letters (EPL). 2007. Vol. 72, num. 3, p. 486-492. DOI : 10.1209/epl/i2005-10245-5.

Erratum: On the rigidity of a hard-sphere glass near random close packing (Europhysics Letters (2006) 76:1 (149-155))

C. Brito; M. Wyart 

Europhysics Letters (EPL). 2007. Vol. 76, num. 5, p. 986-986. DOI : 10.1209/epl/i2006-10412-2.

On the rigidity of a hard-sphere glass near random close packing

C. Brito; M. Wyart 

Europhysics Letters (EPL). 2007. Vol. 76, num. 1, p. 149-155. DOI : 10.1209/epl/i2006-10238-x.

Excess Vibrational Modes and the Boson Peak in Model Glasses

N. Xu; M. Wyart; A. J. Liu; S. R. Nagel 

Physical Review Letters. 2007. Vol. 98, num. 17, p. 175502. DOI : 10.1103/PhysRevLett.98.175502.

Self-referential behaviour, overreaction and conventions in financial markets

M. Wyart; J-P. Bouchaud 

Journal of Economic Behavior & Organization. 2007. Vol. 63, num. 1, p. 1-24. DOI : 10.1016/j.jebo.2004.11.016.

Heterogeneous dynamics, marginal stability and soft modes in hard sphere glasses

C. Brito; M. Wyart 

Journal of Statistical Mechanics: Theory and Experiment. 2007. Vol. 2007, num. 08, p. L08003-L08003. DOI : 10.1088/1742-5468/2007/08/L08003.

2005

Journal Articles

Dynamical susceptibility of glass formers: Contrasting the predictions of theoretical scenarios

C. Toninelli; M. Wyart; L. Berthier; G. Biroli; J-P. Bouchaud 

Physical Review E. 2005. Vol. 71, num. 4, p. 041505. DOI : 10.1103/PhysRevE.71.041505.

Effects of compression on the vibrational modes of marginally jammed solids

M. Wyart; L. E. Silbert; S. R. Nagel; T. A. Witten 

Physical Review E. 2005. Vol. 72, num. 5, p. 051306. DOI : 10.1103/PhysRevE.72.051306.

On the rigidity of amorphous solids

M. Wyart 

Annales de Physique. 2005. Vol. 30, num. 3, p. 1-96. DOI : 10.1051/anphys:2006003.

2004

Journal Articles

Fluctuations and response in financial markets: the subtle nature of ‘random’ price changes

J-P. Bouchaud; Y. Gefen; M. Potters; M. Wyart 

Quantitative Finance. 2004. Vol. 4, num. 2, p. 176-190. DOI : 10.1088/1469-7688/4/2/007.

2003

Journal Articles

Statistical models for company growth

M. Wyart; J-P. Bouchaud 

Physica A: Statistical Mechanics and its Applications. 2003. Vol. 326, num. 1-2, p. 241-255. DOI : 10.1016/S0378-4371(03)00267-X.

Book Chapters

  1. The jamming scenario– an introduction and outlook Andrea J. Liu, Sidney R. Nagel, Wim van Saarloos, Matthieu Wyart, in ”Dynamical heterogeneities in glasses, colloids, and granular media”, edited by L. Berthier, G. Biroli, J-P Bouchaud, L. Cipeletti and W. van Saarloos, Oxford University Press, Oxford (2010) p. 298-336
  2. Elasticity of soft particles and colloids near Random Close Packing Matthieu Wyart, in ” Microgels: Synthesis, Properties and Applications”, edited by A. Fernandez, J. Mattsson, H.M. Wyss, D.A. Weitz, Wiley & Sons, Weinheim (2011) p. 195-206
  3. Rigidity-based approach to the boson peak in amorphous solids: from sphere packing to amorphous silica Matthieu Wyart, in “Rigidity and Boolchand Intermediate Phases in Nanomaterials“, M. Micoulaut, M. Popescu Eds. (INOE Bucarest, 2009) p. 159-177