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Our understanding of supercooled liquids and glasses has lagged significantly behind that of simple liquids and crystalline solids.
Theory of the liquid state
D. Henderson, J. A. Barker, and S. Kim · 1969
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Metallic glasses
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Solid State Physics
N.W. Ashcroft and N.D. Mermin · 1976
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Kinetic ising model of the glass transition
Glenn H. Fredrickson and Hans C. Andersen · 1984
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Course of theoretical physics: theory of elasticity
L. D.avidovitch Landau and E. M. Lifshitz · 1986
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Dynamics of the structural glass transition and the p p -spin¯interaction spin-glass model
T. R. Kirkpatrick and D. Thirumalai · 1987
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Scaling behavior in the β \beta -relaxation regime of a supercooled lennard-jones mixture
Walter Kob and Hans C Andersen · 1994
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J. Comp. Phys
S. Plimpton · 1995
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Support-vector networks
Corinna Cortes and Vladimir Vapnik · 1995
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Dynamics of viscoplastic deformation in amorphous solids
M. L. Falk and J. S. Langer · 1998
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Recent tests of the mode-coupling theory for glassy dynamics
Wolfgang Götze · 1999
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Supercooled liquids and the glass transition
Pablo G Debenedetti and Frank H Stillinger · 2001
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Mode-coupling theory
David R Reichman and Patrick Charbonneau · 2005
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Structure and dynamics of glass formers: Predictability at large length scales
Ludovic Berthier and Robert L Jack · 2007
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Generalized neural-network representation of high-dimensional potential-energy surfaces
Jörg Behler and Michele Parrinello · 2007
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Direct observation of a local structural mechanism for dynamic arrest
C Patrick Royall, Stephen R Williams, Takehiro Ohtsuka, and Hajime Tanaka · 2008
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Localized soft modes and the supercooled liquid’s irreversible passage through its configuration space
A. Widmer-Cooper, H. Perry, P. Harrowell, and D. R. Reichman · 2009
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Mean-field theory of hard sphere glasses and jamming
Giorgio Parisi and Francesco Zamponi · 2010
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Spatiotemporal hierarchy of relaxation events, dynamical heterogeneities, and structural reorganization in a supercooled liquid
R. Candelier, A. Widmer-Cooper, J. K. Kummerfeld, O. Dauchot, G. Biroli, P. Harrowell, and D. R. Reichman · 2010
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Predicting plasticity with soft vibrational modes: From dislocations to glasses
J. Rottler, S. S. Schoenholz, and A. J. Liu · 2014
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Phys. Rev. Lett
R. L. Jack, A. J. Dunleavy, and C. P. Royall · 2014
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Theory of structural transformation in lithiated amorphous silicon
Ekin D Cubuk and Efthimios Kaxiras · 2014
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Identifying structural flow defects in disordered solids using machine learning methods
Ekin Dogus Cubuk, Samuel Stern Schoenholz, Jennifer M. Rieser, Brad Dean Malone, Joerg Rottler, Douglas J. Durian, Efthimios Kaxiras, and Andrea J. Liu · 2015
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A structural approach to relaxation in glassy liquids
S. S. Schoenholz, E. D. Cubuk, D. M. Sussman, E. Kaxiras, and A. J. Liu · 2016
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Structural properties of defects in glassy liquids
Ekin D. Cubuk, Samuel S. Schoenholz, Efthimios Kaxiras, and Andrea J. Liu · 2016
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Dynamical Heterogeneities in Glasses, Colloids, and Granular Media
Ludovic Berthier, Giulio Biroli, Jean-Philippe Bouchaud, Luca Cipelletti, and Wim van Saarloos · 2011
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Vibrational modes identify soft spots in a sheared disordered packing
M. L. Manning and A. J. Liu · 2011
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Excitations are localized and relaxation is hierarchical in glass-forming liquids
A. S. Keys, L. O. Hedges, J. P. Garrahan, S. C. Glotzer, and D. Chandler · 2011
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Calorimetric glass transition explained by hierarchical dynamic facilitation
A. S. Keys, J. P. Garrahan, and D. Chandler · 2013
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Phonons in two-dimensional soft colloidal crystals
K. Chen, T. Still, S. Schoenholz, K. B. Aptowicz, M. Schindler, A. C. Maggs, A. J. Liu, and A. G. Yodh · 2013
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Distribution of local relaxation events in an aging three-dimensional glass: Spatiotemporal correlation and dynamical heterogeneity
Anton Smessaert and J org Rottler · 2013
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Exact theory of dense amorphous hard spheres in high dimensions. iii. the full rsb solution
Patrick Charbonneau, Jorge Kurchan, Giorgio Parisi, Pierfrancesco Urbani, and Francesco Zamponi · 2014
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Disconnecting structure and dynamics in glassy thin films
D. M. Sussman, S. S. Schoenholz, E. D. Cubuk, and A. J. Liu · 2016
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Long-time dynamics through parallel trajectory splicing
Danny Perez, Ekin D. Cubuk, Amos Waterland, Efthimios Kaxiras, and Arthur F. Voter · 2016
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Relationship between local structure and relaxation in out-of-equilibrium glassy systems
Samuel S. Schoenholz, Ekin D. Cubuk, Efthimios Kaxiras, and Andrea J. Liu · 2017
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Local thermal energy as a structural indicator in glasses
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Representations in neural network based empirical potentials
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Neural Message Passing for Quantum Chemistry
J. Gilmer, S. S. Schoenholz, P. F. Riley, O. Vinyals, and G. E. Dahl · 2017
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Machine learning prediction errors better than DFT accuracy
F. A. Faber, L. Hutchison, B. Huang, J. Gilmer, S. S. Schoenholz, G. E. Dahl, O. Vinyals, S. Kearnes, P. F. Riley, and O. Anatole von Lilienfeld · 2017
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