Matthieu Wyart
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Physics
Why Is Matthieu Wyart Influential?
(Suggest an Edit or Addition)According to Wikipedia, Matthieu Wyart is a French physicist. He is a professor of physics at EPFL and the head of the Physics of Complex Systems Laboratory. Career Wyart studied physics, mathematics and economics at the Ecole Polytechnique in Paris and obtained a degree with honors in physics in 2001. In 2002, he received a diploma in Advanced Studies in theoretical physics with highest honors from the École normale supérieure in Paris. He then joined Jean-Philippe Bouchaud and Marc Mézard at the Service de Physique de l'Etat Condensé at Saclay Nuclear Research Centre in Paris as a doctoral student. In 2006, he gained a PhD in theoretical physics and finance for a thesis on electronic markets titled On the rigidity of amorphous solids. Price fluctuations, Conventions and Microstructure of Financial Markets.
Matthieu Wyart's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Fluctuations and Response in Financial Markets: The Subtle Nature of 'Random' Price Changes (2003) (401)
- Discontinuous shear thickening without inertia in dense non-Brownian suspensions. (2013) (323)
- Effects of compression on the vibrational modes of marginally jammed solids. (2005) (268)
- Geometric origin of excess low-frequency vibrational modes in weakly connected amorphous solids (2004) (266)
- Proprioceptive Coupling within Motor Neurons Drives C. elegans Forward Locomotion (2012) (246)
- On the rigidity of amorphous solids (2005) (239)
- Allostery in Its Many Disguises: From Theory to Applications. (2019) (196)
- Dynamical susceptibility of glass formers: contrasting the predictions of theoretical scenarios. (2005) (182)
- Biomechanical analysis of gait adaptation in the nematode Caenorhabditis elegans (2010) (179)
- Scaling description of the yielding transition in soft amorphous solids at zero temperature (2014) (178)
- Elasticity of floppy and stiff random networks. (2008) (177)
- Scaling description of generalization with number of parameters in deep learning (2019) (160)
- Effects of coordination and pressure on sound attenuation, boson peak and elasticity in amorphous solids. (2014) (141)
- Marginal Stability in Structural, Spin, and Electron Glasses (2014) (139)
- Fluctuations and response in financial markets: the subtle nature of ‘random’ price changes (2004) (133)
- A jamming transition from under- to over-parametrization affects generalization in deep learning (2018) (127)
- A unified framework for non-Brownian suspension flows and soft amorphous solids (2011) (126)
- Relation between bid–ask spread, impact and volatility in order-driven markets (2006) (124)
- The jamming transition as a paradigm to understand the loss landscape of deep neural networks (2018) (120)
- Low-energy non-linear excitations in sphere packings (2013) (108)
- Marginal stability constrains force and pair distributions at random close packing. (2012) (100)
- Force distribution affects vibrational properties in hard-sphere glasses (2014) (92)
- Architecture and coevolution of allosteric materials (2016) (92)
- The jamming scenario - an introduction and outlook (2010) (91)
- Comparing dynamics: deep neural networks versus glassy systems (2018) (90)
- Geometric interpretation of previtrification in hard sphere liquids. (2009) (90)
- Excess Vibrational Modes and the Boson Peak in Model Glasses (2006) (90)
- Scaling of phononic transport with connectivity in amorphous solids (2009) (89)
- Breakdown of continuum elasticity in amorphous solids. (2013) (88)
- Unsteady flow and particle migration in dense, non-Brownian suspensions (2015) (77)
- Heat transport in model jammed solids. (2009) (75)
- Heterogeneous dynamics, marginal stability and soft modes in hard sphere glasses (2006) (75)
- ERRATUM: On the rigidity of a hard-sphere glass near random close packing (2005) (73)
- On the density of shear transformations in amorphous solids (2013) (73)
- Energy transport in jammed sphere packings. (2008) (71)
- Unified theory of inertial granular flows and non-Brownian suspensions. (2014) (67)
- Disentangling feature and lazy training in deep neural networks (2019) (66)
- Self Referential Behaviour, Overreaction and Conventions in Financial Markets (2003) (66)
- Asymptotic learning curves of kernel methods: empirical data versus teacher–student paradigm (2019) (60)
- Phonon gap and localization lengths in floppy materials (2012) (60)
- Does a Growing Static Length Scale Control the Glass Transition? (2017) (57)
- Universality of jamming of nonspherical particles (2018) (52)
- Criticality in the Approach to Failure in Amorphous Solids. (2015) (51)
- Theory of the jamming transition at finite temperature. (2015) (51)
- Spatial structure of quasilocalized vibrations in nearly jammed amorphous solids (2018) (50)
- Mean-field description of plastic flow in amorphous solids (2015) (46)
- Fast generation of ultrastable computer glasses by minimization of an augmented potential energy. (2018) (45)
- Statistical Models for Company Growth (2002) (45)
- Elastoplastic description of sudden failure in athermal amorphous materials during quasistatic loading (2018) (43)
- Friction law and hysteresis in granular materials (2017) (42)
- Curling instability induced by swelling (2011) (41)
- Effect of friction on dense suspension flows of hard particles. (2016) (40)
- Relation between Bid-Ask Spread, Impact and Volatility in Double Auction Markets (2006) (38)
- Granulation and bistability in non-Brownian suspensions (2014) (38)
- Toward a microscopic description of flow near the jamming threshold (2012) (36)
- Theory for Swap Acceleration near the Glass and Jamming Transitions for Continuously Polydisperse Particles (2018) (35)
- Why glass elasticity affects the thermodynamics and fragility of supercooled liquids (2013) (35)
- Correlations between vibrational entropy and dynamics in liquids. (2009) (33)
- Phase diagram for inertial granular flows. (2015) (31)
- Erratum: On variational arguments for vibrational modes near jamming (2016) (31)
- Shear fronts in shear-thickening suspensions (2017) (27)
- Geometric compression of invariant manifolds in neural networks (2020) (24)
- Principles for Optimal Cooperativity in Allosteric Materials. (2017) (24)
- Theory for the density of interacting quasilocalized modes in amorphous solids. (2018) (23)
- Evolution of covalent networks under cooling: contrasting the rigidity window and jamming scenarios. (2014) (22)
- Locality defeats the curse of dimensionality in convolutional teacher–student scenarios (2021) (22)
- Interparticle Friction Leads to Nonmonotonic Flow Curves and Hysteresis in Viscous Suspensions (2019) (21)
- How collective asperity detachments nucleate slip at frictional interfaces (2019) (21)
- Scale-free channeling patterns near the onset of erosion of sheared granular beds (2016) (20)
- Inferring the flow properties of epithelial tissues from their geometry (2020) (19)
- Landscape and training regimes in deep learning (2021) (19)
- Simulations of driven overdamped frictionless hard spheres (2011) (17)
- Microscopic processes controlling the Herschel-Bulkley exponent. (2017) (16)
- Disentangling feature and lazy learning in deep neural networks: an empirical study (2019) (16)
- Evaluating Gene Expression Dynamics Using Pairwise RNA FISH Data (2010) (16)
- Length scales and self-organization in dense suspension flows. (2013) (15)
- Effect of particle collisions in dense suspension flows. (2016) (14)
- Model for the erosion onset of a granular bed sheared by a viscous fluid. (2015) (13)
- Edge mode amplification in disordered elastic networks. (2016) (12)
- Evidence for Marginal Stability in Emulsions. (2016) (12)
- Thermal origin of quasilocalized excitations in glasses. (2019) (12)
- Stability at Random Close Packing (2012) (11)
- Direct coupling analysis of epistasis in allosteric materials (2018) (11)
- Relative stability toward diffeomorphisms indicates performance in deep nets (2021) (11)
- What do we learn from the shape of the dynamical susceptibility of glass-formers? (2004) (10)
- Dynamics and Correlations among Soft Excitations in Marginally Stable Glasses. (2015) (9)
- On variational arguments for vibrational modes near jamming (2016) (9)
- On the dependence of the avalanche angle on the granular layer thickness (2008) (9)
- Mechanics of Allostery: Contrasting the Induced Fit and Population Shift Scenarios. (2019) (8)
- How isotropic kernels perform on simple invariants (2020) (8)
- Infinitesimal asphericity changes the universality of the jamming transition (2019) (7)
- Hydrodynamic-driven morphogenesis of karst draperies: spatio-temporal analysis of the two-dimensional impulse response (2021) (7)
- Scaling description of non-local rheology. (2016) (7)
- Jamming with Tunable Roughness. (2020) (7)
- Adaptive elastic networks as models of supercooled liquids. (2015) (6)
- Elasto-plastic description of brittle failure in amorphous materials (2018) (6)
- Architecture and Co-Evolution of Allosteric Materials (2016) (6)
- Elasticity of soft particles and colloids near Random Close Packing (2008) (5)
- Thermally activated flow in models of amorphous solids. (2020) (5)
- Mean-field description for the architecture of low-energy excitations in glasses. (2021) (5)
- Rigidity-based approach to the boson peak in amorphous solids: from sphere packing to amorphous silica (2008) (5)
- Failure and success of the spectral bias prediction for Laplace Kernel Ridge Regression: the case of low-dimensional data (2022) (4)
- Perspective: A Phase Diagram for Deep Learning unifying Jamming, Feature Learning and Lazy Training (2020) (4)
- Scaling theory for the statistics of slip at frictional interfaces. (2022) (4)
- Unifying Suspension and Granular flows near Jamming (2016) (4)
- Failure and success of the spectral bias prediction for Kernel Ridge Regression: the case of low-dimensional data (2022) (3)
- Nonlocal Effects Reflect the Jamming Criticality in Frictionless Granular Flows Down Inclines. (2021) (3)
- On the rigidity of amorphous solids. Price fluctuations, Conventions and Microstructure of Financial Markets (2005) (3)
- How isotropic kernels learn simple invariants (2020) (3)
- Mean-field description of plasticity in disordered solids (2015) (3)
- Learning sparse features can lead to overfitting in neural networks (2022) (2)
- Avalanches and deformation in glasses and disordered systems (2022) (2)
- Erratum: Correlations between Vibrational Entropy and Dynamics in Liquids [Phys. Rev. Lett.104, 095901 (2010)] (2010) (2)
- Normal modes analysis of the microscopic dynamics in hard discs (2008) (2)
- Compressing invariant manifolds in neural nets (2020) (2)
- How Wide Convolutional Neural Networks Learn Hierarchical Tasks (2022) (2)
- Correlations between entropy and dynamics in super-cooled liquids: no need for an ideal glass (2009) (1)
- Criticality in the approach to failure in granular materials and amorphous solids (2015) (1)
- Elasticity of Soft Particles and Colloids near the Jamming Threshold (2008) (1)
- Event-driven simulation of a simple model for dense suspension flow (2011) (1)
- Relative stability toward diffeomorphisms in deep nets indicates performance (2021) (1)
- Thin granular layers are stronger, even without friction (2021) (1)
- Mechanics of allostery: contrasting the induced fit and population shift scenarios (2019) (1)
- A Phase Diagram Unifies Energy Dissipation, Kinetics, and Rheology in Inertial Granular Flows (2015) (1)
- Some views on the Herschel-Bulkley exponent (2017) (1)
- Excess Vibrational Modes in Model Glasses (2007) (1)
- How deep convolutional neural networks lose spatial information with training (2022) (1)
- Inferring the plasticity of epithelial tissues from their geometry (2020) (1)
- Scaling Description of Creep Flow in Amorphous Solids. (2021) (1)
- The energy cost of local rearrangements, not cooperative effects, makes glasses solid (2023) (1)
- Non-local effects reflect the jamming criticality in granular flows of frictionless particles (2021) (1)
- Micro-mechanical lengthscales in soft elastic solids (2014) (0)
- Connecting glassy dynamics to micro-scale elasticity (2015) (0)
- Energy Dissipation in Inertial Granular Flow (2015) (0)
- Role of Temperature on Self-organization of Networks (2014) (0)
- Architecture of Allosteric Materials and Edge Modes (2017) (0)
- Constitutive Relations for Shear Fronts in Shear-thickening Suspensions (2018) (0)
- Scaling Description of Dynamical Heterogeneity and Avalanches of Relaxation in Glass-Forming Liquids (2023) (0)
- How memory architecture affects performance and learning in simple POMDPs (2021) (0)
- Elastic Instability and Sound Dispersion in Amorphous Solids (2014) (0)
- A unified framework for dense suspension flows and soft amorphous solids (2011) (0)
- On the stability of amorphous solid (2014) (0)
- Geometric interpretation of pre-vitrification in hard sphere glasses (2009) (0)
- 23pAF-1 The Memory of Sand (2015) (0)
- Dissecting the Effects of SGD Noise in Distinct Regimes of Deep Learning (2023) (0)
- Geometry of hopping processes and local excitations in glasses (2021) (0)
- Criticality in the approach to failure in granular materials and foams (2015) (0)
- Conventions, Price Fluctuations and microstructure of Financial Markets (2005) (0)
- How memory architecture affects learning in a simple POMDP: the two-hypothesis testing problem (2021) (0)
- Energy Transport of Jammed Systems (2008) (0)
- Armouring of a frictional interface by mechanical noise (2023) (0)
- Thermodynamics versus network topology of network glasses (2012) (0)
- A coordination-based approach to elasticity of floppy and stiff random networks (2018) (0)
- `Quick-and-dirty' ultrastable computer glasses (2018) (0)
- On the Marginal Stability of Glassy Systems (2015) (0)
- Geometrical analysis of suspension flows near jamming (2012) (0)
- Critical Dynamics Near the Erosion Onset (2016) (0)
- Anomalous modes and structural relaxation in hard sphere glasses (2006) (0)
- Locomotory adaptation of the nematode C . elegans to defined external loads (2010) (0)
- A jamming transition controls the landscape in deep learning (2019) (0)
- UvA-DARE ( Digital Academic Repository ) Breakdown of continuum elasticity in amorphous solids (2017) (0)
- Heat transfer in model amorphous solids (2009) (0)
- Architecture of Allosteric Materials and Principles for Optimal Cooperativity (2018) (0)
- Hysteresis in viscous suspensions (2019) (0)
- Optimality of cooperativity in allosteric materials and proteins (2019) (0)
- Characterizing and inferring epistasis via direct evolutionary couplings in models of allostery (2019) (0)
- 23pAF-2 Scaling description of the yielding transition in soft amorphous solids (2015) (0)
- UvA-DARE Breakdown of continuum elasticity in amorphous solids (0)
- 0 21 04 79 v 2 1 9 N ov 2 00 2 Statistical models for company growth (2002) (0)
- What can be learnt with wide convolutional neural networks? (2022) (0)
- Hydrodynamic-driven morphogenesis of karst draperies: spatio-temporal analysis of the two-dimensional impulse response – CORRIGENDUM (2021) (0)
- Impact and Volatility in Double Auction Markets (2006) (0)
- UvA-DARE ( Digital Academic Repository ) Length scales and selforganization in dense suspension flows (2014) (0)
- Relation between bid-ask spread and volatility in financial markets (2006) (0)
- What makes a hard sphere glass rigid (2005) (0)
- Analogy between strain-stiffening and jamming in dense flows (2013) (0)
- Dynamic shear fronts in dense suspensions (2017) (0)
- Soft modes and the onset of jamming (2005) (0)
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