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Informally, a 'spurious correlation' is the dependence of a model on some aspect of the input data that an analyst thinks shouldn't matter. In machine learning, these have a know-it-when-you-see-it character; e.g., changing the gender of a…

机器学习 · 计算机科学 2021-11-04 Victor Veitch , Alexander D'Amour , Steve Yadlowsky , Jacob Eisenstein

We introduce a general decomposition of the stress tensor for incompressible fluids in terms of its components on a tensorial basis adapted to the local flow conditions, which include extensional flows, simple shear flows, and any type of…

流体动力学 · 物理学 2018-04-30 Giulio G. Giusteri , Ryohei Seto

In soft amorphous materials, shear cessation after large shear deformation leads to structures having residual shear stress. The origin of these states and the distribution of the local shear stresses within the material is not well…

软凝聚态物质 · 物理学 2021-08-31 Vishwas V. Vasisht , Pinaki Chaudhuri , Kirsten Martens

A large variety of materials, widely encountered both in engineering applications and in the biological realm, are characterised by a non-vanishing internal stress distribution, even in the absence of external deformations or applied…

软凝聚态物质 · 物理学 2024-03-15 Artur L. Gower , Tom Shearer , Pasquale Ciarletta , Michel Destrade

Residual stress is ubiquitous and indispensable in most biological and artificial materials, where it sustains and optimizes many biological and functional mechanisms. The theory of volume growth, starting from a stress-free initial state,…

软凝聚态物质 · 物理学 2020-09-15 Yangkun Du , Chaofeng Lü , Michel Destrade , Weiqiu Chen

Constitutive equations are developed for a polymer fluid, which is treated as a permanent network of strands bridged by junctions. The junctions are assumed to slide with respect to their reference positions under loading. Governing…

材料科学 · 物理学 2007-05-23 A. D. Drozdov , R. K. Gupta

Objective: A person's affective state has known relationships to physiological processes which can be measured by wearable sensors. However, while there are general trends those relationships can be person-specific. This work proposes using…

应用统计 · 统计学 2020-02-12 Callum L. Stewart , Amos Folarin , Richard Dobson

In image quality assessment, a collective visual quality score for an image or video is obtained from the individual ratings of many subjects. One commonly used format for these experiments is the two-alternative forced choice method. Two…

计算机视觉与模式识别 · 计算机科学 2024-04-19 Mohsen Jenadeleh , Johannes Zagermann , Harald Reiterer , Ulf-Dietrich Reips , Raouf Hamzaoui , Dietmar Saupe

Using mode-coupling theory, we derive a constitutive equation for the nonlinear rheology of dense colloidal suspensions under arbitrary time-dependent homogeneous flow. Generalizing previous results for simple shear, this allows the full…

软凝聚态物质 · 物理学 2009-11-13 J. M. Brader , M. E. Cates , M. Fuchs

Machine learning approaches informed by physics have offered new insights into the discovery of constitutive models from data, helping overcome some limitations of traditional constitutive modelling while reducing the cost of otherwise…

材料科学 · 物理学 2026-05-19 Filippo Masi

In this paper a novel approach for a measurement of stresses in a capital, which induce the capital flows between economic systems, is proposed. The proposals appeal to an apparatus offered by the statistical theory of shape. We propose a…

经济学 · 定量金融 2018-02-13 Tadeusz Klecha , Daniel Kosiorowski , Dominik Mielczarek , Jerzy P. Rydlewski

We propose a novel method for selecting coherent and diverse responses for a given dialogue context. The proposed method re-ranks response candidates generated from conversational models by using event causality relations between events in…

计算与语言 · 计算机科学 2019-06-25 Shohei Tanaka , Koichiro Yoshino , Katsuhito Sudoh , Satoshi Nakamura

In order to optimally design materials, it is crucial to understand the structure-property relations in the material by analyzing the effect of microstructure parameters on the macroscopic properties. In computational homogenization, the…

计算工程、金融与科学 · 计算机科学 2022-08-24 Theron Guo , Ondřej Rokoš , Karen Veroy

Acoustoelasticity theory has been widely used to evaluate the residual stress (or prestress), almost all the available ultrasonic stress detection methods are based on the relationship between the magnitude of stress and wave speed, but…

应用物理 · 物理学 2025-03-10 Maoyu Xu , Hongjian Zhao , Changsheng Liu , Yu Zhan

The mechanical response of static, unconfined, overcompressed face centred cubic, granular arrays is studied using large-scale, discrete element method simulations. Specifically, the stress response due to the application of a localised…

软凝聚态物质 · 物理学 2015-06-24 Abdullah Cakir , Leonardo E. Silbert

Stress testing poses a causal question: how would portfolio credit losses change if the macroeconomy followed an adverse counterfactual path? Yet standard practice remains predictive and might be therefore vulnerable to omitted-variable…

人工智能 · 计算机科学 2026-05-19 Yu Wang , Xiangchen Liu , Siguang Li

We discuss different definitions of pressure for a system of active spherical particles driven by a non-thermal coloured noise. We show that mechanical, kinetic and free-energy based approaches lead to the same result up to first order in…

统计力学 · 物理学 2016-03-18 Umberto Marini Bettolo Marconi , Claudio Maggi , Simone Melchionna

The stress-dilatancy relation is of critical importance for constitutive modelling of sand. A new fractional-order stress-dilatancy equation is analytically developed in this study, based on stress-fractional operators. An apparent linear…

地球物理 · 物理学 2020-06-12 Yifei Sun

To understand cell migration, it is crucial to gain knowledge on how cells exert and integrate forces on/from their environment. A quantity of prime interest for biophysicists interested in cell movements modeling is the intracellular…

细胞行为 · 定量生物学 2022-09-14 Hélène Delanoë-Ayari , Alice Nicolas

By combining confocal microscopy and Stress Assessment from Local Structural Anisotropy (SALSA), we directly measure stresses in 3D quiescent colloidal liquids. Our non-invasive and non-perturbative method allows us to measure forces…

软凝聚态物质 · 物理学 2017-04-28 Neil Y. C. Lin , Matthew Bierbaum , Itai Cohen