346 research outputs found
Photonic Structures Optimization Using Highly Data-Efficient Deep Learning: Application To Nanofin And Annular Groove Phase Masks
Metasurfaces offer a flexible framework for the manipulation of light
properties in the realm of thin film optics. Specifically, the polarization of
light can be effectively controlled through the use of thin phase plates. This
study aims to introduce a surrogate optimization framework for these devices.
The framework is applied to develop two kinds of vortex phase masks (VPMs)
tailored for application in astronomical high-contrast imaging. Computational
intelligence techniques are exploited to optimize the geometric features of
these devices. The large design space and computational limitations necessitate
the use of surrogate models like partial least squares Kriging, radial basis
functions, or neural networks. However, we demonstrate the inadequacy of these
methods in modeling the performance of VPMs. To address the shortcomings of
these methods, a data-efficient evolutionary optimization setup using a deep
neural network as a highly accurate and efficient surrogate model is proposed.
The optimization process in this study employs a robust particle swarm
evolutionary optimization scheme, which operates on explicit geometric
parameters of the photonic device. Through this approach, optimal designs are
developed for two design candidates. In the most complex case, evolutionary
optimization enables optimization of the design that would otherwise be
impractical (requiring too much simulations). In both cases, the surrogate
model improves the reliability and efficiency of the procedure, effectively
reducing the required number of simulations by up to 75% compared to
conventional optimization techniques
Competencia, mercado e intervencionismo en el comercio de carne en la Europa bajo-medieval. Los ejemplos de Barcelona y Ruán
Meat is a main staple in medievaldiets and shortage of meat mightchallenge the social peace, particularly inan urban context. Institutions and politicshad a strong infl uence on the evolutionof the meat trade. The strategies of royaloffi cials and municipal governments wereessential to understanding the problemsof meat supply and how they were solved.This article analyses the structures ofthe meat market in two European cities:Barcelona and Rouen. Two cities withthe same number of inhabitants and thesame economic structures, but which aregeographically far apart, and had differentinstitutional structures. The different politicsapplied to the meat business werethe cause of the divergent evolution of thebutcher’s trade in these two cities.<br><br>La carne es un producto esencialen la alimentación medieval y su escasezgenerará problemas sociales, especialmenteen el mundo urbano; por tanto,un elemento fundamental de la polÃticamunicipal será vigilar el correcto abastecimientode este producto. En este artÃculose analizará la estructuración del mercadode la carne en dos ciudades europeasque comparten dimensiones demográfi casy estructuras económicas, pero que estánmuy alejadas desde el punto de vista geográfico e institucional. A través del análisisdel mercado de la carne en Barcelona yen Ruán se intentará ver cómo afrontan elproblema del abastecimiento dos ciudadescon marcos institucionales y estrategiaspolÃticas muy diferentes
Gender and release from imprisonment: Convict licensing systems in mid to late 19th century England
This paper draws on the research undertaken into the lives and prison experiences of around 650 male and female convicts who were released on licence (an early form of parole) from sentences of long term imprisonment (three years to life) in England in the mid- to late-nineteenth century. Our project confirmed the patterns of offending seen in other studies of female and male offending, namely, that women were committed to periods of long-term imprisonment overwhelmingly for crimes of larceny and sometimes low-level violence (or their criminal backgrounds indicated this type of low-level disorderly behaviour) and only in the minority for crimes of serious interpersonal violence. Similarly, the majority of men were also committed to the convict system for larceny. Yet how male and female offenders were treated by the prison licensing system did differ significantly. The vast majority of all prisoners, male and female, were released early on licence from their prison terms, even those who had committed very serious offences. All licences had several conditions in them and licence-holders were free so long as they met these conditions. Any breach of the above conditions meant that the individual would be returned to prison to serve out the remainder of their sentence.However, a proportion of female offenders were released slightly earlier than their male counterparts, though not directly into the community but on a conditional licence to Female Refuges. Out of the 288 women researched in our project, 200 of them were released in this manner; under further confinement in a refuge. Women stayed in such refuges for on average between six and nine months, before their final release was then approved by the Directors of the Convict Prisons
"Monstrous and indefensible"? Newspaper accounts of sexual assaults on children in nineteenth-century England and Wales
This material has been published in Women's Criminality in Europe, 1600–1914 edited by Edited by Manon van der Heijden, Marion Pluskota, Sanne Muurling, https://doi.org/10.1017/9781108774543. This version is free to view and download for private research and study only. Not for re-distribution or re-use. © 2020 Cambridge University Press.Popular crime reportage of sexual violence has a long history in England. Despite the fact that from the 1830s onwards newspapers and periodicals – and sometimes even law reports – were increasingly liable to skim over the reporting of sexual offences as ‘unfit for publication’, this does not mean that such reportage vanished entirely. Instead, certain linguistic codes and euphemisms were invoked to maintain a respectable discourse. Given the serious problems with gaps in the surviving archival record for modern criminal justice, newspapers remain an essential tool for understanding the history of sexual violence in nineteenth century England and Wales. Using keyword searches in digitized newspaper databases such as the British Newspaper Archive and Welsh Newspapers Database, this chapter examines the continuities and changes in the reporting of sexual violence against children between 1800 and 1900, and explores what these euphemisms and elisions reveal about attitudes to gender and crime in nineteenth-century England and Wales.Peer reviewe
L'expertise d'évaluation de l'aptitude à la conduite: De la théorie à la pratique
info:eu-repo/semantics/publishe
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