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相关论文: On local intrinsic dimensionality of deformation i…

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Local Intrinsic Dimensionality (LID) has shown strong potential for identifying anomalies and outliers in high-dimensional data across a wide range of real-world applications, including landslide failure detection in granular media. Early…

机器学习 · 计算机科学 2026-01-19 Yuansan Liu , Antoinette Tordesillas , James Bailey

Shear banding is a material instability in large strain plastic deformation of solids, where otherwise homogeneous flow becomes localized in narrow micrometer-scale bands. Shear bands have broad implications for materials processing and…

材料科学 · 物理学 2021-01-05 Koushik Viswanathan , Shwetabh Yadav , Dinakar Sagapuram

Recent experiments (Le Bouil et al., Phys. Rev. Lett., 2014, 112, 246001) have analyzed the statistics of local deformation in a granular solid undergoing plastic deformation. Experiments report strongly anisotropic correlation between…

软凝聚态物质 · 物理学 2017-11-21 Kamran Karimi , Jean-Louis Barrat

A shear band of finite length, formed inside a ductile material at a certain stage of a con- tinued homogeneous strain, provides a dynamic perturbation to an incident wave field, which strongly influences the dynamics of the material and…

计算物理 · 物理学 2018-01-08 Diana Giarola , Domenico Capuani , Davide Bigoni

During an earthquake, slip occurs in a localised shear zone that features a heavily granulated fault core that can be characterised as a shear band. We study the formation of this fault core in a granular rock such as sandstone by…

地球物理 · 物理学 2025-09-29 N. A. Collins-Craft , I. Stefanou , J. Sulem , I. Einav

Granular materials react to shear stresses differently than do ordinary fluids. Rather than deforming uniformly, materials such as dry sand or cohesionless powders develop shear bands: narrow zones containing large relative particle motion…

Shear banding and stick-slip instabilities have been long observed in sheared granular materials. Yet, their microscopic underpinnings, interdependencies and variability under different loading conditions have not been fully explored. Here,…

地球物理 · 物理学 2017-02-08 Konik R. Kothari , Ahmed Elbanna

Understanding the fundamental mechanisms behind plastic instabilities and shear band formation in amorphous media under applied deformation remains a long-standing challenge. Leveraging on the mathematical concept of topology, we revisit…

软凝聚态物质 · 物理学 2025-07-08 Xin Wang , Jin Shang , Yujie Wang , Jie Zhang , Matteo Baggioli

A model of a shear band as a zero-thickness nonlinear interface is proposed and tested using finite element simulations. An imperfection approach is used in this model where a shear band, that is assumed to lie in a ductile matrix material…

材料科学 · 物理学 2015-01-29 N. Bordignon , A. Piccolroaz , F. Dal Corso , D. Bigoni

The particle-scale dynamics of granular materials have commonly been characterized by the self-diffusion coefficient $D$. However, this measure discards the collective and topological information known to be an important characteristic of…

软凝聚态物质 · 物理学 2013-05-28 James G. Puckett , Frédéric Lechenault , Karen E. Daniels , Jean-Luc Thiffeault

Shear bands are narrow zones of intense shear observed during plastic deformations of metals at high strain rates. Because they often precede rupture, their study attracted attention as a mechanism of material failure. Here, we aim to…

偏微分方程分析 · 数学 2016-11-15 Min-Gi Lee , Athanasios Tzavaras

Deformation band patterning in single crystals is investigated using a finite strain crystal viscoplasticity model based on the evolution of dislocation densities. In the presence of strong latent hardening and weak rate dependence, the…

材料科学 · 物理学 2025-07-02 Jean-Michel Scherer

Metals deformed at high strain rates can exhibit failure through formation of shear bands, a phenomenon often attributed to Hadamard instability and localization of the strain into an emerging coherent structure. We verify formation of…

偏微分方程分析 · 数学 2016-11-03 Theodoros Katsaounis , Min-Gi Lee , Athanasios Tzavaras

The theory of Local Intrinsic Dimensionality (LID) has become a valuable tool for characterizing local complexity within and across data manifolds, supporting a range of data mining and machine learning tasks. Accurate LID estimation…

机器学习 · 计算机科学 2026-03-26 Kristóf Péter , Ricardo J. G. B. Campello , James Bailey , Michael E. Houle

We deform, in pure shear, a thin sample of Cu$_{50}$Zr$_{50}$ metallic glass using a molecular dynamics simulation up to, and including, failure. The experiment is repeated ten times in order to have average values and standard deviations.…

材料科学 · 物理学 2020-02-19 Matias Sepulveda-Macias , Gonzalo Gutierrez , Fernando Lund

Dynamic shear banding under adiabatic conditions in a mesoscale polycrystalline aggregate is studied using a model of mesoscale dislocation mechanics and experiments. The model involves a length scale related to hardening induced by…

This work deals with an investigation of general principles of superplasticity (SP) in deformed materials. It is shown that a non-linear, wave plastic deformation is the basic process for all plastic deformation phenomena, it makes an…

软凝聚态物质 · 物理学 2017-04-06 V. Egorushkin , A. Ponomarev

Metallic materials under high stress often exhibit deformation localization, manifesting as slip banding. Over seven decades ago, Frank and Read introduced the well-known model of dislocation multiplication at a source, explaining slip band…

We use the Binary Intrinsic Dimension (BID), a geometrical measure designed for binary data, to analyze the Hopfield model, a paradigmatic spin system from statistical mechanics, machine learning and neuroscience. The BID allows us to…

无序系统与神经网络 · 物理学 2026-01-27 Cristopher Erazo , Santiago Acevedo , Alessandro Ingrosso

Grain boundaries can block slip-band propagation and generate intense local stress and strain fields that influence subsequent deformation and damage initiation in polycrystalline metals. Conventional geometric criteria, such as Schmid…

材料科学 · 物理学 2026-03-26 Abdalrhaman Koko
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