55 research outputs found

    Feature Dimensionality Reduction via Homological Properties of Observability]{Feature Dimensionality Reduction via Homological Properties of Observability

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    Feature selection and its subsequent dimensionality reduction are significant problems in machine learning and it is at the core of several data science techniques. The 'shape' of data, or in other words its related topological properties, can provide crucial insights into the corresponding data types and sources and it enables the identification of general properties that facilitate its analysis and assessment. In this article, we discuss an information theoretic approach combined with data homological properties to assess dimensionality reduction, which can be applied to semantic feature selection

    Supplemental: BPS Guidelines for Psychologists Working with Refugees and Asylum Seekers in the UK

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    These guidelines were developed by the British Psychological Society’s Presidential Taskforce on Refugees and Asylum Seekers. As a discipline and a profession, psychology has a wealth of knowledge, experience and talent to apply in this area to help improve the lives of refugees and asylum seekers who have fled their countries and are seeking safety. This guidance document is important, not only for frontline psychologists and others working in the field, but also for practitioners in related disciplines, including directors, managers and practitioners of organisations working with refugees and migrants, providing services to this population at home and abroad

    Optimal control of system governed by nonlinear volterra integral and fractional derivative equations

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    AbstractThis work presents a novel formulation for the numerical solution of optimal control problems related to nonlinear Volterra fractional integral equations systems. A spectral approach is implemented based on the new polynomials known as Chelyshkov polynomials. First, the properties of these polynomials are studied to solve the aforementioned problems. The operational matrices and the Galerkin method are used to discretize the continuous optimal control problems. Thereafter, some necessary conditions are defined according to which the optimal solutions of discrete problems converge to the optimal solution of the continuous ones. The applicability of the proposed approach has been illustrated through several examples. In addition, a comparison is made with other methods for showing the accuracy of the proposed one, resulting also in an improved efficiency

    Comparison of flow and dispersion properties of free and wall turbulent jets for source dynamics characterisation

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    The objective of this paper is to provide an investigation, using large eddy simulations, into the dispersion of aircraft jets in co-flowing take-off conditions. Before carrying out such study, simple turbulent plane free and wall jet simulations are carried out to validate the computational models and to assess the impact of the presence of the solid boundary on the flow and dispersion properties. The current study represents a step towards a better understanding of the source dynamics behind an airplane jet engine during the take-off and landing phases. The information provided from these simulations can be used for future improvements of existing dispersion models

    Displaced Voices: A Journal of Migration, Archives and Cultural Heritage, Volume 3 Issue 1 (Spring 2023)

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    Twentieth Century Histories of Civic Society’s Responses to Crises of Displacement: A Special Issue to mark the 70th Anniversary of Refugee Council Displaced Voices is a biannual digital magazine produced twice a year by the Living Refugee Archive team at the University of East London. Displaced Voices aims to provide a digital platform for activists, archivists, researchers, practitioners and academics to contribute to issues pertaining to refugee and migration history; refugee and migrant rights; social justice; cultural heritage and archives. We welcome a range of contributions to the magazine including articles of between 1000-2000 words; reports on fieldwork in archival collections; book recommendations and reviews; and more creative pieces including (but not limited too) cartoons; photography; and poetry. We would also welcome news on activities; publication of reports, projects; letters and news from your own networks. We welcome submissions from all writers whether you are a student, practitioner, activist or established academic. The Displaced Voices online magazine is born out of the collaborative and intersectional work that we have been undertaking through our work with the refugee and migration archives housed at the University of East London. Our work to date has explored the intersections of refugee and migration studies with narrative and life history research linked to oral history methods and archival approaches to the preservation, documentation and accessibility of archival resources recording the refugee experience. This magazine is a collaborative project between the Living Refugee Archive at the University of East London; the Oral History Society Migration Special Interest Group and the International Association for the Study of Forced Migration Working Group on the History of Forced Migration and Refugees. Thematically we are looking to engage with articles that explore the intersection of refugee and forced migration studies; history and cultural heritage studies; narrative research; oral history and archival science

    2nd Workshop on Energy for Sustainable Science at Research Infrastructures

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    Liam will provide an overview of the current state of data center technology including practical guidance on how best to operate what you already have and how differently you should build new capacity based on recent changes in technology and knowledge. The way data centers are built and operated has changed fundamentally in the last 5 years which has resulted in substantial changes to the construction and operational costs for those able to take advantage of these changes. This is particularly true for high performance compute type facilities where many of the expensive traditional elements may be discarded by the well-informed operator. The presentation will discuss key changes in data center technology and practices such as IT environmental controls and answer the question, do you need to go to Iceland to get rid of mechanical cooling? The discussion will include practical measures for operators to implement as well as identifying the relevant standards and free guidance such as the EU Code of Conduct for Data Centers Energy Efficiency

    Guidance for clinicians when working with refugees and asylum seekers

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    The contribution and role of psychologists, psychiatrists or mental health practitioners in working alongside forced migrants may take many forms. The guidance on which this paper is based, came about when several members of the British Psychological Society (including those with lived experience and insight and those who had set up services); became aware of the need for good practice guidance for clinicians working with refugees, asylum seekers including forced migrants across Britain. These guidelines cover a range of areas where clinicians work with individuals in clinical contexts, schools, nurseries, colleges and within community organisations
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