Giulio Biroli
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(Suggest an Edit or Addition)Giulio Biroli'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
- Theoretical perspective on the glass transition and amorphous materials (2010) (1310)
- Direct Experimental Evidence of a Growing Length Scale Accompanying the Glass Transition (2005) (601)
- Dynamical Heterogeneities in Glasses, Colloids, and Granular Media (2011) (565)
- ConViT: improving vision transformers with soft convolutional inductive biases (2021) (362)
- Perspective: The glass transition. (2013) (324)
- On the Adam-Gibbs-Kirkpatrick-Thirumalai-Wolynes scenario for the viscosity increase in glasses. (2004) (319)
- Thermodynamic signature of growing amorphous order in glass-forming liquids (2008) (255)
- Effect of rare fluctuations on the thermalization of isolated quantum systems. (2009) (239)
- Inhomogeneous mode-coupling theory and growing dynamic length in supercooled liquids. (2006) (196)
- Dynamical heterogeneity close to the jamming transition in a sheared granular material. (2005) (195)
- Random critical point separates brittle and ductile yielding transitions in amorphous materials (2018) (187)
- Spontaneous and induced dynamic fluctuations in glass formers. I. General results and dependence on ensemble and dynamics. (2006) (186)
- Dynamical susceptibility of glass formers: contrasting the predictions of theoretical scenarios. (2005) (182)
- Spatial correlations in the dynamics of glassforming liquids: experimental determination of their temperature dependence. (2007) (177)
- Scaling description of generalization with number of parameters in deep learning (2019) (160)
- Ideal glass transitions by random pinning (2011) (134)
- Spontaneous and induced dynamic correlations in glass formers. II. Model calculations and comparison to numerical simulations. (2006) (130)
- Diverging length scale and upper critical dimension in the Mode-Coupling Theory of the glass transition (2004) (130)
- A jamming transition from under- to over-parametrization affects generalization in deep learning (2018) (127)
- Lattice glass models. (2001) (122)
- The jamming transition as a paradigm to understand the loss landscape of deep neural networks (2018) (120)
- Spatiotemporal hierarchy of relaxation events, dynamical heterogeneities, and structural reorganization in a supercooled liquid. (2010) (117)
- Nonlinear susceptibility in glassy systems: A probe for cooperative dynamical length scales (2005) (116)
- The Random First-Order Transition Theory of Glasses: a critical assessment (2009) (114)
- A variational description of the ground state structure in random satisfiability problems (1999) (109)
- On the Adam-Gibbs-Wolynes scenario for the viscosity increase in glasses (108)
- Evidence of growing spatial correlations at the glass transition from nonlinear response experiments. (2010) (102)
- Double Trouble in Double Descent : Bias and Variance(s) in the Lazy Regime (2020) (102)
- On the top eigenvalue of heavy-tailed random matrices (2006) (101)
- Dynamical transitions and quantum quenches in mean-field models (2011) (101)
- Glass models on Bethe lattices (2003) (97)
- Building blocks of dynamical heterogeneities in dense granular media. (2008) (95)
- Jamming percolation and glass transitions in lattice models. (2005) (93)
- Cluster dynamical mean field analysis of the mott transition. (2003) (93)
- Critical scaling and heterogeneous superdiffusion across the jamming/rigidity transition of a granular glass (2007) (92)
- Comparing dynamics: deep neural networks versus glassy systems (2018) (90)
- Breakdown of elasticity in amorphous solids (2016) (87)
- Spatial structures and dynamics of kinetically constrained models of glasses. (2003) (87)
- Marginally stable equilibria in critical ecosystems (2017) (86)
- Complex Energy Landscapes in Spiked-Tensor and Simple Glassy Models: Ruggedness, Arrangements of Local Minima, and Phase Transitions (2018) (85)
- Dynamic criticality at the jamming transition. (2012) (82)
- Jamming: A new kind of phase transition? (2007) (82)
- Metastable states in glassy systems. (2000) (80)
- Facilitated spin models on Bethe lattice: Bootstrap percolation, mode-coupling transition and glassy dynamics (2004) (80)
- Quantum quenches and off-equilibrium dynamical transition in the infinite-dimensional Bose-Hubbard model. (2010) (78)
- Symmetries of generating functionals of Langevin processes with colored multiplicative noise (2010) (78)
- Extreme value problems in random matrix theory and other disordered systems (2007) (76)
- Quantum quenches, dynamical transitions, and off-equilibrium quantum criticality (2012) (76)
- From non-ergodic eigenvectors to local resolvent statistics and back: A random matrix perspective (2016) (65)
- Triple descent and the two kinds of overfitting: where and why do they appear? (2020) (62)
- From inherent structures to pure states: Some simple remarks and examples (1999) (61)
- Nonlinear dielectric susceptibilities: Accurate determination of the growing correlation volume in a supercooled liquid (2011) (61)
- Kibble-Zurek mechanism and infinitely slow annealing through critical points. (2010) (58)
- Do Solids Flow? (2010) (58)
- Finite-size effects in the dynamics of glass-forming liquids. (2012) (57)
- LETTER TO THE EDITOR: A single defect approximation for localized states on random lattices (1999) (57)
- Critical fluctuations and breakdown of the Stokes–Einstein relation in the mode-coupling theory of glasses (2006) (55)
- Numerical implementation of dynamical mean field theory for disordered systems: application to the Lotka–Volterra model of ecosystems (2019) (55)
- Cluster methods for strongly correlated electron systems (2001) (54)
- Dynamical field theory for glass-forming liquids, self-consistent resummations and time-reversal symmetry (2005) (53)
- Delocalized glassy dynamics and many-body localization (2017) (51)
- Statistical properties of the spectrum of the extended Bose–Hubbard model (2010) (50)
- Social Interaction, Noise and Antibiotic-Mediated Switches in the Intestinal Microbiota (2012) (49)
- Comparison of static length scales characterizing the glass transition. (2013) (48)
- Anderson Model on Bethe Lattices : Density of States, Localization Properties and Isolated Eigenvalue(Frontiers in Nonequilibrium Physics-Fundamental Theory, Glassy & Granular Materials, and Computational Physics-) (2010) (48)
- Cooperative Behavior of Kinetically Constrained Lattice Gas Models of Glassy Dynamics (2004) (44)
- Theory of the superglass phase (2008) (43)
- Gardner physics in amorphous solids and beyond. (2019) (42)
- Random-field-like criticality in glass-forming liquids. (2013) (41)
- Difference between level statistics, ergodicity and localization transitions on the Bethe lattice (2012) (41)
- Level Statistics and Localization Transitions of Lévy Matrices. (2015) (41)
- Dynamics of interacting particle systems: stochastic process and field theory (2007) (40)
- Can the glass transition be explained without a growing static length scale? (2018) (40)
- Elementary excitation modes in a granular glass above jamming (2010) (39)
- Cluster dynamical mean-field theories: Causality and classical limit (2003) (39)
- Critical properties of the Anderson localization transition and the high-dimensional limit (2016) (38)
- Random pinning glass transition: hallmarks, mean-field theory and renormalization group analysis. (2012) (37)
- Gardner transition in finite dimensions (2014) (37)
- Anomalous nonlinear response of glassy liquids: general arguments and a mode-coupling approach. (2008) (36)
- A New Class of Cellular Automata with a Discontinuous Glass Transition (2007) (36)
- Glasses and Aging, A Statistical Mechanics Perspective on (2020) (34)
- Who is Afraid of Big Bad Minima? Analysis of Gradient-Flow in a Spiked Matrix-Tensor Model (2019) (33)
- Dynamical TAP approach to mean field glassy systems (1999) (33)
- Marvels and Pitfalls of the Langevin Algorithm in Noisy High-dimensional Inference (2018) (32)
- The valence bond glass phase (2008) (32)
- Mode coupling as a Landau theory of the glass transition (2009) (32)
- Spinodals with Disorder: From Avalanches in Random Magnets to Glassy Dynamics. (2015) (32)
- Complex interactions can create persistent fluctuations in high-diversity ecosystems (2020) (31)
- The Student ensemble of correlation matrices: eigenvalue spectrum and Kullback-Leibler entropy (2007) (31)
- Evidence of growing spatial correlations during the aging of glassy glycerol. (2012) (30)
- A crash course on ageing (2005) (30)
- Out-of-equilibrium dynamical mean-field equations for the perceptron model (2017) (29)
- Quantum Thouless-Anderson-Palmer equations for glassy systems (2001) (29)
- Finding the Needle in the Haystack with Convolutions: on the benefits of architectural bias (2019) (28)
- Liu-Nagel phase diagrams in infinite dimension (2017) (28)
- French Roadmap for complex Systems 2008-2009 (2009) (28)
- Delocalization and ergodicity of the Anderson model on Bethe lattices (2018) (27)
- Spin glass in a field: a new zero-temperature fixed point in finite dimensions. (2014) (27)
- Field theories and exact stochastic equations for interacting particle systems. (2006) (26)
- How to iron out rough landscapes and get optimal performances: averaged gradient descent and its application to tensor PCA (2019) (25)
- Landscape Complexity for the Empirical Risk of Generalized Linear Models (2019) (24)
- Bootstrap Percolation and Kinetically Constrained Models on Hyperbolic Lattices (2009) (23)
- Are defect models consistent with the entropy and specific heat of glass formers? (2004) (23)
- Activated aging dynamics and effective trap model description in the random energy model (2017) (23)
- Confinement as a tool to probe amorphous order. (2013) (23)
- Complexity of energy barriers in mean-field glassy systems (2018) (23)
- Renormalization group analysis of the random first-order transition. (2010) (23)
- Dynamical facilitation decreases when approaching the granular glass transition (2010) (23)
- Dynamical heterogeneity in lattice glass models. (2009) (22)
- Lévy-Rosenzweig-Porter random matrix ensemble (2021) (22)
- Attractive vs. truncated repulsive supercooled liquids : dynamics is encoded in the pair correlation function (2019) (21)
- (Non) equilibrium dynamics: a (broken) symmetry of the Keldysh generating functional (2017) (20)
- Super-diffusion around the rigidity transition: Levy and the Lilliputians (2010) (20)
- Phase transitions and complexity in computer science: an overview of the statistical physics approach to the random satisfiability problem (2002) (20)
- Patch-repetition correlation length in glassy systems (2012) (20)
- Lower bound on the four-point dynamical susceptibility: Direct experimental test on a granular packing (2007) (19)
- Overview of different characterisations of dynamic heterogeneity (2010) (18)
- Toninelli, Biroli, and Fisher Reply: (2007) (18)
- Predictive power of MCT: numerical testing and finite size scaling for a mean field spin glass (2009) (18)
- Dynamical Arrest, Tracer Diffusion and Kinetically Constrained Lattice Gases (2004) (17)
- Reply to "Comment on 'Cluster methods for strongly correlated electron systems' " (2005) (17)
- Properties of Equilibria and Glassy Phases of the Random Lotka-Volterra Model with Demographic Noise. (2020) (17)
- Out of equilibrium dynamics of a Quantum Heisenberg Spin Glass (2001) (17)
- Random-field Ising-like effective theory of the glass transition. I. Mean-field models (2018) (16)
- Real Space Migdal–Kadanoff Renormalisation of Glassy Systems: Recent Results and a Critical Assessment (2017) (15)
- Random field Ising-like effective theory of the glass transition. II. Finite-dimensional models (2018) (15)
- Nonperturbative fluctuations and metastability in a simple model: from observables to microscopic theory and back (2015) (15)
- Jamming Percolation and Glassy Dynamics (2006) (15)
- Complex Dynamics in Simple Neural Networks: Understanding Gradient Flow in Phase Retrieval (2020) (15)
- Real space renormalization group theory of disordered models of glasses (2016) (14)
- Anomalous dynamics on the ergodic side of the many-body localization transition and the glassy phase of directed polymers in random media (2020) (14)
- Role of fluctuations in the yielding transition of two-dimensional glasses (2019) (14)
- An analytic theory of shallow networks dynamics for hinge loss classification (2020) (13)
- Spiral model, jamming percolation and glass-jamming transitions (2007) (12)
- Critical dynamical heterogeneities close to continuous second-order glass transitions. (2014) (12)
- Elastoplasticity Mediates Dynamical Heterogeneity Below the Mode Coupling Temperature. (2021) (12)
- Ultrafast dynamics of fluctuations in high-temperature superconductors far from equilibrium. (2014) (12)
- Experimental determination of configurational entropy in a two-dimensional liquid under random pinning (2018) (12)
- Role of fluctuations in the phase transitions of coupled plaquette spin models of glasses (2016) (12)
- Fluctuations and Shape of Cooperative Rearranging Regions in Glass-Forming Liquids (2014) (12)
- Fragility of the mean-field scenario of structural glasses for disordered spin models in finite dimensions (2013) (12)
- Glass and Jamming Transitions (2011) (11)
- Aging and relaxation near random pinning glass transitions (2011) (11)
- Slow Relaxations and Non-Equilibrium Dynamics in Classical and Quantum Systems (2015) (10)
- Dynamical mean-field theory and aging dynamics (2020) (10)
- Searching for the Gardner Transition in Glassy Glycerol. (2020) (10)
- What do we learn from the shape of the dynamical susceptibility of glass-formers? (2004) (10)
- Mean-Field Caging in a Random Lorentz Gas. (2021) (10)
- On the interplay between data structure and loss function in classification problems (2021) (10)
- Classical glasses, black holes, and strange quantum liquids (2019) (10)
- Driven quantum coarsening. (2008) (9)
- Can endogenous fluctuations persist in high-diversity ecosystems? (2019) (9)
- Dynamical instantons and activated processes in mean-field glass models (2020) (9)
- Large deviations for the largest eigenvalues and eigenvectors of spiked Gaussian random matrices (2020) (9)
- Avalanches and Dynamical Correlations in supercooled liquids (2009) (9)
- Does thermalization occur in an isolated system after a global quantum quench (2009) (8)
- Critical scaling and heterogeneous superdiffusion across the Jamming transition (2007) (8)
- Interplay between percolation and glassiness in the random Lorentz gas. (2021) (8)
- Out-of-equilibrium phase diagram of the quantum random energy model (2020) (8)
- Perspective: Gardner Physics in Amorphous Solids and Beyond (2019) (8)
- A Statistical Mechanics Perspective on Glasses and Aging (8)
- Activated dynamics: An intermediate model between the random energy model and the p-spin model. (2018) (7)
- Amorphous Order and Nonlinear Susceptibilities in Glassy Materials. (2021) (7)
- Field-induced superdiffusion and dynamical heterogeneity. (2016) (7)
- Large deviations for the largest eigenvalues and eigenvectors of spiked random matrices (2019) (7)
- Super-Potts glass: A disordered model for glass-forming liquids (2014) (7)
- The Fredrickson-Andersen model with random pinning on Bethe lattices and its MCT transitions (2016) (6)
- Nonlinear susceptibility measurements in a supercooled liquid close to Tg: Growth of the correlation length and possible critical behavior (2011) (6)
- Revisiting the concept of activation in supercooled liquids (2021) (6)
- Predicting dynamic heterogeneity in glass-forming liquids by physics-informed machine learning (2022) (6)
- Dynamics of liquids in the large-dimensional limit (2021) (6)
- Clearing Up the Mysteries of Glassy Dynamics (2013) (5)
- A theoretical perspective on the glass transition and nonequilibrium phenomena in disordered materials (2010) (5)
- Dynamic length scales in glass-forming liquids: an inhomogeneous molecular dynamics simulation approach. (2013) (5)
- Leggett's bound for amorphous solids (2010) (5)
- In search of the perfect glass (2014) (5)
- Machine learning glasses (2020) (5)
- Transformed CNNs: recasting pre-trained convolutional layers with self-attention (2021) (4)
- Critical behavior of the Anderson model on the Bethe lattice via a large-deviation approach (2021) (4)
- The RFOT Theory of Glasses: Recent Progress and Open Issues (2022) (4)
- Evolution of dynamical facilitation approaching the granular glass transition (2009) (4)
- On the fragility of the mean-field scenario of structural glasses for finite-dimensional disordered spin models (2012) (4)
- Finite-Disorder Critical Point in the Yielding Transition of Elastoplastic Models. (2022) (4)
- Quantum plasticity and dislocation-induced supersolidity (2007) (4)
- The role of the free-energy landscape in the dynamics of mean-field glassy systems (2000) (4)
- Rare events and disorder control the brittle yielding of well-annealed amorphous solids (2021) (4)
- Effects of intraspecific cooperative interactions in large ecosystems (2021) (4)
- The Generalized Arrhenius Law in Out of Equilibrium Systems (2012) (4)
- Maximum-energy records in glassy energy landscapes (2019) (4)
- Optimal learning rate schedules in high-dimensional non-convex optimization problems (2022) (3)
- A Tentative Replica Theory of Glassy Helium 4 (2011) (3)
- Sifting out the features by pruning: Are convolutional networks the winning lottery ticket of fully connected ones? (2021) (3)
- LETTER TO THE EDITOR: Relationship between long timescales and the static free-energy in the Hopfield model (1998) (3)
- Activated dynamics: an intermediate model between REM and p-spin (2018) (3)
- Wavelet Conditional Renormalization Group (2022) (3)
- On the universality of jamming percolation: reply to the comment of Jeng and Schwarz (2006) (3)
- A new class of cellular automata with a discontinuous transition (2005) (3)
- Local Dynamical Heterogeneity in Simple Glass Formers. (2021) (3)
- Elasticity, Facilitation, and Dynamic Heterogeneity in Glass-Forming Liquids. (2022) (3)
- Rare events and disorder control the brittle yielding of amorphous solids (2022) (2)
- Dynamics around the site percolation threshold on high-dimensional hypercubic lattices. (2018) (2)
- approach to the random satisability problem (2002) (2)
- Generalized Lotka-Volterra equations with random, non-reciprocal interactions: the typical number of equilibria (2022) (2)
- Quantum TAP equations (2000) (2)
- Coarsening of Disordered Quantum Rotors under a Bias Voltage (2010) (2)
- Neural Network Pruning Denoises the Features and Makes Local Connectivity Emerge in Visual Tasks (2022) (2)
- Amorphous Order&Non-linear Susceptibilities in Glassy Materials (2021) (2)
- More data or more parameters? Investigating the effect of data structure on generalization (2021) (2)
- Scenarii for slow dynamics and cooperative lengthscales in glass-formers (2008) (1)
- Spectral properties of the extended Bose-Hubbard model (2010) (1)
- Data and scripts from: Dynamics around the site percolation threshold on high-dimensional hypercubic lattices (2019) (1)
- Quenched complexity of equilibria for asymmetric Generalized Lotka-Volterra equations (2023) (1)
- Symmetries of Langevin processes generating functionals (2010) (1)
- Artificial selection of communities drives the emergence of structured interactions (2021) (1)
- Equilibrium fluctuations in mean-field disordered models. (2022) (1)
- Viewpoint: Clearing Up the Mysteries of Glassy Dynamics (2013) (0)
- Unifying the Percolation and Mean-field Descriptions of the Random Lorentz Gas. (2020) (0)
- Exponential Convergence of Cellular Dynamical Mean Field Theory: Reply to the comment by K. Aryanpour, Th. Maier and M. Jarrell (cond-mat/0301460) (2004) (0)
- Cluster Dynamic Mean Field Theory of Glass Transition (2020) (0)
- Physics/Statistical physics, thermodynamics Quantum plasticity and dislocation-induced supersolidity (2008) (0)
- Real-time monitoring of a fluctuating condensate in high-temperature superconductors (2016) (0)
- Geometrical defects and localization in amorphous lattices (1999) (0)
- Real Space Migdal–Kadanoff Renormalisation of Glassy Systems: Recent Results and a Critical Assessment (2017) (0)
- An introduction to the replica method ( beware of the acrobatic math ) (2017) (0)
- Evolution of dynamical facilitation approaching the glass transition (2013) (0)
- On the trap model description of glassy dynamics (2019) (0)
- Data and Scripts from: Interplay between percolation and glassiness in the random Lorentz gas (2021) (0)
- Machine learning glasses (2020) (0)
- Fluctuations in the lattice gas for Burgers' equation (2017) (0)
- Defect diffusion and cooperative dynamics in models of glasses (2004) (0)
- Beyond mean-field theories of glassy dynamics (2020) (0)
- Yielding of Ultrastable Computer Glasses (2020) (0)
- From spontaneous to induced dynamic fluctuations: Granular packings as an experimental probe (2008) (0)
- Se p 20 06 Critical fluctuations and breakdown of Stokes-Einstein relation in the Mode-Coupling Theory of glasses (2008) (0)
- Nonlinear Susceptibility and Dynamical Length Scale of Glassy Systems (2008) (0)
- Nonlinear Susceptibility Experiments in a Supercooled Liquid: Evidence of Growing Spatial Correlations Close to T g (2013) (0)
- Evidence of growing spatial correlations at the glass transition from nonlinear susceptibility measurements (2011) (0)
- Dynamical Mean Field Theories in the Parquet Formalism (2003) (0)
- 2 N ov 2 00 0 Quantum TAP equations (2008) (0)
- N ov 2 01 2 Quantum quenches , dynamical transitions and o ff-equilibrium quantum criticality (0)
- Comment on "Phase transition for quenched coupled replicas in a plaquette spin model of glasses'" (2015) (0)
- Data from: Mean-field caging in a random Lorentz gas (2021) (0)
- Dynamics of fluctuations in high temperature superconductors far from equilibrium conditions (2014) (0)
- A Tentative Replica Theory of Glassy Helium 4 (2012) (0)
- A pr 2 00 4 Exponential Convergence of Cellular Dynamical Mean Field Theory : Reply to the comment by (2022) (0)
- Statistical properties of barriers and activated dynamics in mean-field models of glasses (2019) (0)
- The L\'evy-Rosenzweig-Porter random matrix ensemble (2020) (0)
- On the Temperature Dependence of Cooperative Relaxation Properties in Glass-Forming Liquids (2013) (0)
- Softness Correlations in Low-Temperature Supercooled Liquids (2020) (0)
- Evidence of growing correlations and criticality at the glass transition from nonlinear response experiments (2010) (0)
- Dynamical Heterogeneity in Glass-Forming Liquids (2022) (0)
- Maximum-energy records in glassy landscapes (2019) (0)
- Growing length-scales at the glass and jamming transition (2011) (0)
- O ct 2 00 7 Quantum plasticity and dislocation-induced supersolidity (2008) (0)
- Scaling Description of Dynamical Heterogeneity and Avalanches of Relaxation in Glass-Forming Liquids (2023) (0)
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What Schools Are Affiliated With Giulio Biroli?
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