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Machine Learning in 2D Materials Science
Data science and machine learning (ML) methods are increasingly being used to transform the way research is being conducted in materials science to enable new discoveries and design new materials. For any materials science researcher or student, it may be daunting to figure out if ML techniques are useful for them or, if so, which ones are applicable in their individual contexts, and how to study the effectiveness of these methods systematically. KEY FEATURES Provides broad coverage of data science and ML fundamentals to materials science researchers so that they can confidently leverage these techniques in their research projects Offers introductory material in topics such as ML, data integ...
Meaning-Focused Materials for Language Learning
This publication is a result of the joint conference held by MATSDA and Fontys University of Applied Sciences, the Netherlands, in Tilburg in June 2017. MATSDA is an international materials development association founded in 1993 which serves to bring together researchers, teachers, materials developers and publishers in an effort to improve the effectiveness of language learning materials. The 2017 conference centred on issues related to the development of meaning-focused materials for language learning, and attracted presenters from twenty-five countries stretching from Greenland to Brazil. These issues are reflected in the chapters in this volume, with each one focusing on a different aspect of meaning-focused materials and many of them introducing the reader to previously unexplored facets of the theory of meaning-focused instruction and its application to materials development. The contributions here are of essential value to post-graduate students, to teachers, to materials developers and to researchers. They are written to be academically rigorous, but at the same time accessible to newcomers to the field and to experienced experts alike.
Docência na escola deste século
Essa coletânea de textos é produto das comunicações de pesquisa realizadas no IV Seminário do Grupo de Estudos e Pesquisas Interdisciplinares em Currículo e Sociedade – GEICS – Docência na Escola Desse Século: Entre a Nova e Velha Escola, e o I Encontro dos Grupos de Pesquisa – Currículo, Didática e Formação de Professores. A obra foi dividida em dois volumes. O volume 1 é composto por três sessões que estão diretamente ligadas aos eixos
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A Directory of Shakespeare in Performance 1970-1990
This book offers detailed listings of all the major Shakespeare plays on stage and screen in North America. Exploring each of the play's performance history, including reviews and useful information about staging, it provides an engaging reference guide for academics and students alike.
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Listen Again
Arguing that pop music turns on moments rather than movements, the essays in Listen Again pinpoint magic moments from a century of pop eclecticism, looking at artists who fall between genre lines, songs that sponge up influences from everywhere, and studio accidents with unforeseen consequences. Listen Again collects some of the finest presentations from the celebrated Experience Music Project Pop Conference, where journalists, musicians, academics, and other culturemongers come together once each year to stretch the boundaries of pop music culture, criticism, and scholarship. Building a history of pop music out of unexpected instances, critics and musicians delve into topics from the early-...
Biodiversity of Vegetable Crops, A Living Heritage
Intensive agriculture has generally resulted in higher productivity, but also in a trend towards decreasing levels of agro-biodiversity, which represents a key point in ensuring the adaptability and resilience of agro-ecosystems in the global challenge to produce more and better food in a sustainable way. The biodiversity of vegetable crops includes genetic diversity—both as species diversity (interspecific diversity) and as a diversity of genes within a species (intraspecific diversity) with regard to the vegetable varieties grown—and the diversity of agro-ecosystems (agro-biodiversity). The purpose of this Special Issue is to publish high-quality research papers addressing recent progr...
