The Contribution of Computer Science to Learning Computational Physics

机译：计算机科学对计算物理的贡献

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Computational science is a field that deals with the construction of computational models. It is characterized by its interdisciplinary nature. Computational science is now being taught in universities and recently even in high-schools. This paper describes research into the learning processes of tenth-grade (16-year-old) students studying a course in computational science. Following an initial finding that students achieved meaningful learning of physics, our primary goal was then to investigate the learning processes that led to this outcome. In particular, we wanted to characterize the contribution of computer science to the students' learning. We conducted a micro-level analysis of a pair of students engaged in solving a problem in computational physics. The analysis was conducted within the framework of Knowledge Integration proposed by Linn and Ey-lon . We describe the learning processes that the students went through with emphasis on the contribution of computer science to learning physics; this contribution was particularly apparent in developing criteria for evaluating acquired knowledge.

机译：计算科学是一个涉及计算模型构建的领域。它的特点是跨学科的。现在，大学甚至最近的高中都在教授计算科学。本文介绍了学习计算机科学课程的十年级（16岁）学生学习过程的研究。在初步发现学生实现了有意义的物理学习之后，我们的主要目标是调查导致这一结果的学习过程。特别是，我们希望描述计算机科学对学生学习的贡献。我们对一对从事解决计算物理问题的学生进行了微观分析。该分析是在Linn和Eylon提出的知识整合框架内进行的。我们描述学生所经历的学习过程，重点是计算机科学对学习物理的贡献；在制定评估所学知识的标准时，这一贡献尤为明显。

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《Informatics in schools : Sustainable informatics education for pupils of all ages》|2013年|127-137|共11页
会议地点 Oldenburg(DE)
作者
Rivka Taub; Michal Armoni; Mordechai Ben-Ari;
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作者单位

Department of Science Teaching Weizmann Institute of Science, Rehovot 76100 Israel;

Department of Science Teaching Weizmann Institute of Science, Rehovot 76100 Israel;

Department of Science Teaching Weizmann Institute of Science, Rehovot 76100 Israel;

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原文格式 PDF
正文语种 eng
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关键词
computational science; knowledge integration; meaningful learning; modeling;

机译：计算科学知识整合；有意义的学习；造型;

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1. The effect of computer science on physics learning in a computational science environment [J] . Taub Rivka, Armoni Michal, Bagno Esther, Computers & education . 2015,第SEPa期

机译：计算科学环境中计算机科学对物理学习的影响
2. Introduction to special issue: Physics and computer science - quantum computation and other approaches [J] . SALVADOR ELIAS VENEGAS-ANDRACA Mathematical structures in computer science . 2010,第6期

机译：特刊简介：物理和计算机科学-量子计算和其他方法
3. Expanding the role of computers in physics education: a computer-based first-year course on computational physics and data analysis [J] . de Bruyn J.R., Lewis J.K., Morrow M.R., Canadian Journal of Physics . 2002,第8期

机译：扩大计算机在物理教育中的作用：基于计算机的计算物理和数据分析第一年课程
4. The Contribution of Computer Science to Learning Computational Physics [C] . Rivka Taub, Michal Armoni, Mordechai Ben-Ari International Conference on Informatics in Schools: Situation, Evolution and Perspetives . 2013

机译：计算机科学对学习计算物理的贡献
5. Fostering Synergistic Learning of Computational Thinking and Middle School Science in Computer-based Intelligent Learning Environments. [D] . Basu, Satabdi. 2016

机译：在基于计算机的智能学习环境中促进计算思维与中学科学的协同学习。
6. A novel medical image data-based multi-physics simulation platform for computational life sciences [O] . Esra Neufeld, Dominik Szczerba, Nicolas Chavannes, 2013

机译：一种基于医学图像数据的新型多物理场仿真生命科学计算平台
7. The Bioinformatics Bookshelf: Teach Yourself Computational Biology? Bioinformatics: The Machine Learning Approach By Pierre Baldi and Soren Brunak Cambridge, MA: MIT Press (1998). 351 pp. $40.00; Bioinformatics: A Practical Guide to the Analysis of Genes and Proteins Edited by Andreas D. Baxevanis and B. F. Francis Ouellette New York: Wiley-lnterscience (1998). 370 pp. $59.95; Guide to Human Genome Computing, Second Edition Edited by Martin J. Bishop San Diego, CA: Academic Press (1998). 306 pp. $69.95; Biological Sequence Analysis: Probabilistic Models of Proteins and Nucleic Acids By Richard Durbin, Sean Eddy, Anders Krogh, and Graeme Mitchison Cambridge: Cambridge University Press (1998). 356 pp. $34.95; Algorithms on Strings, Trees, and Sequences: Computer Science and Computational Biology By Dan Gusfield Cambridge: Cambridge University Press (1997). 534 pp. $59.95; Introduction to Computational Molecular Biology By Joao Setubal and Joao Meidanis Boston: PWS Publishing (1997). 296 pp. $61.95 [O] . Pickeral Oxana K, Boguski Mark S 1999

机译：生物信息学书架：自学计算生物学吗？生物信息学：机器学习方法，作者：Pierre Baldi和Soren Brunak剑桥，麻省：麻省理工学院出版社（1998）。 351页，$ 40.00；生物信息学：由Andreas D. Baxevanis和B. F. Francis Ouellette编辑的基因和蛋白质分析实用指南纽约：Wiley-Interscience（1998）。 370页，$ 59.95；《人类基因组计算指南》，第二版，由马丁·J·毕晓普（Martin J. Bishop）编辑，加利福尼亚州圣地亚哥：学术出版社（1998）。 306页，$ 69.95；生物序列分析：蛋白质和核酸的概率模型Richard Durbin，Sean Eddy，Anders Krogh和Graeme Mitchison剑桥：剑桥大学出版社（1998年）。 356页，$ 34.95；字符串，树和序列上的算法：计算机科学和计算生物学Dan Danssfield剑桥：剑桥大学出版社（1997年）。 534页，$ 59.95； Joao Setubal和Joao Meidanis Boston撰写的《计算分子生物学概论》：PWS出版（1997）。 296羽61.95美元
8. Perspective on Environments for Computational Physics--The CPM (Computational Physics Machine)--An Integrated Personal Computer System for Large-Scale Interactive Computing (Computational Physics Report 1) [R] . Berman, R. H. , Kulp, J. L. 1980

机译：计算物理环境透视--Cpm（计算物理机） - 大规模交互计算的综合个人计算机系统（计算物理学报告1）

The Contribution of Computer Science to Learning Computational Physics

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