相关参考文献
注意：仅列出部分参考文献，下载原文获取全部文献信息。Random critical point separates brittle and ductile yielding transitions in amorphous materials
Misaki Ozawa et al.
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2018)
PCA Meets RG
Serena Bradde et al.
JOURNAL OF STATISTICAL PHYSICS (2017)
Learning phase transitions by confusion
Evert P. L. van Nieuwenburg et al.
NATURE PHYSICS (2017)
Machine learning of frustrated classical spin models. I. Principal component analysis
Ce Wang et al.
PHYSICAL REVIEW B (2017)
Unsupervised learning of phase transitions: From principal component analysis to variational autoencoders
Sebastian J. Wetzel
PHYSICAL REVIEW E (2017)
Discovering phases, phase transitions, and crossovers through unsupervised machine learning: A critical examination
Wenjian Hu et al.
PHYSICAL REVIEW E (2017)
Principal component analysis: a review and recent developments
Ian T. Jolliffe et al.
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES (2016)
Discovering phase transitions with unsupervised learning
Lei Wang
PHYSICAL REVIEW B (2016)
From depinning transition to plastic yielding of amorphous media: A soft-modes perspective
Botond Tyukodi et al.
PHYSICAL REVIEW E (2016)
Vibration Modes and Characteristic Length Scales in Amorphous Materials
Anne Tanguy
JOM (2015)
Spatiotemporal correlations between plastic events in the shear flow of athermal amorphous solids
Alexandre Nicolas et al.
EUROPEAN PHYSICAL JOURNAL E (2014)
Yield strain in shear banding amorphous solids
Ratul Dasgupta et al.
PHYSICAL REVIEW E (2013)
Microscopic Mechanism of Shear Bands in Amorphous Solids
Ratul Dasgupta et al.
PHYSICAL REVIEW LETTERS (2012)
Elementary excitation modes in a granular glass above jamming
Carolina Brito et al.
SOFT MATTER (2010)
Principal component analysis
Herve Abdi et al.
WILEY INTERDISCIPLINARY REVIEWS-COMPUTATIONAL STATISTICS (2010)
Anisotropic Power Law Strain Correlations in Sheared Amorphous 2D Solids
C. E. Maloney et al.
PHYSICAL REVIEW LETTERS (2009)
Evolution of displacements and strains in sheared amorphous solids
Craig E. Maloney et al.
JOURNAL OF PHYSICS-CONDENSED MATTER (2008)
Interpreting principal component analyses of spatial population genetic variation
John Novembre et al.
NATURE GENETICS (2008)
Particle displacements in the elastic deformation of amorphous materials: Local fluctuations vs. non-affine field
C. Goldenberg et al.
EPL (2007)
Inhomogeneous elastic response of silica glass
F. Leonforte et al.
PHYSICAL REVIEW LETTERS (2006)
Plastic response of a 2D Lennard-Jones amorphous solid: Detailed analysis of the local rearrangements at very slow strain rate
A. Tanguy et al.
EUROPEAN PHYSICAL JOURNAL E (2006)
Amorphous systems in athermal, quasistatic shear
Craig E. Maloney et al.
PHYSICAL REVIEW E (2006)
Continuum limit of amorphous elastic bodies: A finite-size study of low-frequency harmonic vibrations
A Tanguy et al.
PHYSICAL REVIEW B (2002)
Vibrations of amorphous, nanometric structures: When does continuum theory apply?
JP Wittmer et al.
EUROPHYSICS LETTERS (2002)
分享论文
