507 research outputs found

    Research and Education in Computational Science and Engineering

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    Over the past two decades the field of computational science and engineering (CSE) has penetrated both basic and applied research in academia, industry, and laboratories to advance discovery, optimize systems, support decision-makers, and educate the scientific and engineering workforce. Informed by centuries of theory and experiment, CSE performs computational experiments to answer questions that neither theory nor experiment alone is equipped to answer. CSE provides scientists and engineers of all persuasions with algorithmic inventions and software systems that transcend disciplines and scales. Carried on a wave of digital technology, CSE brings the power of parallelism to bear on troves of data. Mathematics-based advanced computing has become a prevalent means of discovery and innovation in essentially all areas of science, engineering, technology, and society; and the CSE community is at the core of this transformation. However, a combination of disruptive developments---including the architectural complexity of extreme-scale computing, the data revolution that engulfs the planet, and the specialization required to follow the applications to new frontiers---is redefining the scope and reach of the CSE endeavor. This report describes the rapid expansion of CSE and the challenges to sustaining its bold advances. The report also presents strategies and directions for CSE research and education for the next decade.Comment: Major revision, to appear in SIAM Revie

    AAPOR Report on Big Data

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    In recent years we have seen an increase in the amount of statistics in society describing different phenomena based on so called Big Data. The term Big Data is used for a variety of data as explained in the report, many of them characterized not just by their large volume, but also by their variety and velocity, the organic way in which they are created, and the new types of processes needed to analyze them and make inference from them. The change in the nature of the new types of data, their availability, the way in which they are collected, and disseminated are fundamental. The change constitutes a paradigm shift for survey research.There is a great potential in Big Data but there are some fundamental challenges that have to be resolved before its full potential can be realized. In this report we give examples of different types of Big Data and their potential for survey research. We also describe the Big Data process and discuss its main challenges

    Research and Education in Computational Science and Engineering

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    This report presents challenges, opportunities, and directions for computational science and engineering (CSE) research and education for the next decade. Over the past two decades the field of CSE has penetrated both basic and applied research in academia, industry, and laboratories to advance discovery, optimize systems, support decision-makers, and educate the scientific and engineering workforce. Informed by centuries of theory and experiment, CSE performs computational experiments to answer questions that neither theory nor experiment alone is equipped to answer. CSE provides scientists and engineers with algorithmic inventions and software systems that transcend disciplines and scales. CSE brings the power of parallelism to bear on troves of data. Mathematics-based advanced computing has become a prevalent means of discovery and innovation in essentially all areas of science, engineering, technology, and society, and the CSE community is at the core of this transformation. However, a combination of disruptive developments---including the architectural complexity of extreme-scale computing, the data revolution and increased attention to data-driven discovery, and the specialization required to follow the applications to new frontiers---is redefining the scope and reach of the CSE endeavor. With these many current and expanding opportunities for the CSE field, there is a growing demand for CSE graduates and a need to expand CSE educational offerings. This need includes CSE programs at both the undergraduate and graduate levels, as well as continuing education and professional development programs, exploiting the synergy between computational science and data science. Yet, as institutions consider new and evolving educational programs, it is essential to consider the broader research challenges and opportunities that provide the context for CSE education and workforce development

    How podiatry may inform the United Kingdom's inter-professional education agenda

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    The impetus for Inter-Professional Education (IPE) amongst the health and social care professions within higher education has been gaining pace over the past fifteen year. The exploratory research adds to the understanding of podiatry as a health profession involved with IPE. It comprises two studies which identify IPE stakeholders and policies, its delivery to undergraduate health and social care students, and its application to and perception by final year podiatry students. It uses mixed methods and a critical realist perspective to inform understanding of the different societal levels involved with IPE. A literature search of IPE stakeholders and policies directed semi-structured interviews with course developers, subsequently contrasted with IPE attitudes and concerns of podiatry students. A convenience sampple of seven lead developers of IPE was recruited from the thirteen UK universities that teach podiatry. Semi-structured telephone interviews were performed, with the transcripts undergoing a detailed content analysis. Q Methodology was utilised to reveal the views of forty-one podiatry students about IPE: their attitudes towards the subject and their concerns over its implementation. Findings indicate that IPE implementation is pragmatic and atheoretical with regards to best practice, though uses of educational theory and two frameworks are identified. Principles of Adult Education and experiential learning are common, facilitated within small groups of mixed health and social care students. Whilst some podiatry students are appreciative of IPE, others have more critical viewpoints, in particular of its professional relevance and facilitation. The research suggests further research into staff and student preparation for IPE, and exploration of the contrasting medical and social models of care implicit within IPE endeavours

    Research theme reports from April 1, 2019 - March 31, 2020

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    CIRA annual report FY 2016/2017

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    Reporting period April 1, 2016-March 31, 2017

    Earth Observation Open Science and Innovation

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    geospatial analytics; social observatory; big earth data; open data; citizen science; open innovation; earth system science; crowdsourced geospatial data; citizen science; science in society; data scienc
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