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Computational Science and Engineering
Applied Mechanics and Materials, 2019With the advent of Deep Learning, training large-scale neural networks has become a crucial task across a wide range of applications. Typically, the training is performed using gradient-based optimization algorithms, with the most popular being ...
O. Stryk
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Student Explanations in the Context of Computational Science and Engineering Education
Cognition and Instruction, 2019Creating explanations is an important process for students, not only to make connections between novel information and background knowledge, but also to be able to communicate their understanding of any given topic.
Camilo Vieira +3 more
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Defining Foundation Models for Computational Science: A Call for Clarity and Rigor
arXiv.orgThe widespread success of foundation models in natural language processing and computer vision has inspired researchers to extend the concept to scientific machine learning and computational science.
Youngsoo Choi +11 more
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Recognizing Computational Science
Science, 2006There are prestigious international awards that recognize the role of theory and experiment in science and mathematics, but there are no awards of a similar stature that explicitly recognize the role of computational science in a scientific field. In my view, this is a serious omission. In 1945,
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Science, computational science, and computer science
Communications of the ACM, 1993We describe computational science as an interdisciplinary approach to doing science on computers. Our purpose is to introduce computational science as a legitimate interest of computer scientists.We present a possible foundation for computational science.
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Computational social science: Obstacles and opportunities
Science, 2020Data sharing, research ethics, and incentives must improve The field of computational social science (CSS) has exploded in prominence over the past decade, with thousands of papers published using observational data, experimental designs, and large-scale
D. Lazer +14 more
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WIREs Computational Statistics, 2010
AbstractThe social sciences investigate human and social dynamics and organization at all levels of analysis (consilience), including cognition, decision making, behavior, groups, organizations, societies, and the world system. Computational social science is the integrated, interdisciplinary pursuit of social inquiry with emphasis on information ...
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AbstractThe social sciences investigate human and social dynamics and organization at all levels of analysis (consilience), including cognition, decision making, behavior, groups, organizations, societies, and the world system. Computational social science is the integrated, interdisciplinary pursuit of social inquiry with emphasis on information ...
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