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Generative Modelling in Physics and in Physics Education: From Aspects of Research Practices to Suggestions for Education

In Michael R. Matthews (ed.), International Handbook of Research in History, Philosophy and Science Teaching. Springer. pp. 1143-1169 (2014)

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  1. The role of models in the application of scientific theories: epistemological implications.Mauricio Suárez - 1999 - In Mary S. Morgan & Margaret Morrison (eds.), Models as Mediators: Perspectives on Natural and Social Science.
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  • The complete Duhemian underdetermination argument: scientific language and practice.Karen Merikangas Darling - 2002 - Studies in History and Philosophy of Science Part A 33 (3):511-533.
    Current discussion of scientific realism and antirealism often cites Pierre Duhem’s argument for the underdetermination of theory choice by evidence. Participants draw on an account of his underdetermination thesis that is familiar, but incomplete. The purpose of this article is to complete the familiar account. I argue that a closer look at Duhem’s The aim and structure of physical theory suggests that the rationale for his underdetermination thesis comes from his philosophy of scientific language. I explore how an understanding of (...)
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  • Models and metaphors.Max Black - 1962 - Ithaca, N.Y.,: Cornell University Press.
    Author Max Black argues that language should conform to the discovered regularities of experience it is radically mistaken to assume that the conception of language is a mirror of reality.
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  • Simulations, Models, and Theories: Complex Physical Systems and Their Representations.Eric Winsberg - 2001 - Philosophy of Science 68 (S3):S442-S454.
    Using an example of a computer simulation of the convective structure of a red giant star, this paper argues that simulation is a rich inferential process, and not simply a “number crunching” technique. The scientific practice of simulation, moreover, poses some interesting and challenging epistemological and methodological issues for the philosophy of science. I will also argue that these challenges would be best addressed by a philosophy of science that places less emphasis on the representational capacity of theories and more (...)
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  • Should physicists preach what they practice?Nancy J. Nersessian - 1995 - Science & Education 4 (3):203-226.
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  • Extending Ourselves: Computational Science, Empiricism, and Scientific Method.Paul Humphreys - 2004 - New York, US: Oxford University Press.
    Computational methods such as computer simulations, Monte Carlo methods, and agent-based modeling have become the dominant techniques in many areas of science. Extending Ourselves contains the first systematic philosophical account of these new methods, and how they require a different approach to scientific method. Paul Humphreys draws a parallel between the ways in which such computational methods have enhanced our abilities to mathematically model the world, and the more familiar ways in which scientific instruments have expanded our access to the (...)
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  • Models and representation.Richard Hughes - 1997 - Philosophy of Science 64 (4):336.
    A general account of modeling in physics is proposed. Modeling is shown to involve three components: denotation, demonstration, and interpretation. Elements of the physical world are denoted by elements of the model; the model possesses an internal dynamic that allows us to demonstrate theoretical conclusions; these in turn need to be interpreted if we are to make predictions. The DDI account can be readily extended in ways that correspond to different aspects of scientific practice.
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  • Creating Scientific Concepts.Nancy J. Nersessian - 2008 - MIT Press.
    How do novel scientific concepts arise? In Creating Scientific Concepts, Nancy Nersessian seeks to answer this central but virtually unasked question in the problem of conceptual change. She argues that the popular image of novel concepts and profound insight bursting forth in a blinding flash of inspiration is mistaken. Instead, novel concepts are shown to arise out of the interplay of three factors: an attempt to solve specific problems; the use of conceptual, analytical, and material resources provided by the cognitive-social-cultural (...)
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  • Explaining Science.Ronald Giere - 1991 - Noûs 25 (3):386-388.
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  • Inventing Temperature: Measurement and Scientific Progress.Hasok Chang - 2004 - New York, US: OUP Usa.
    This book presents the concept of “complementary science” which contributes to scientific knowledge through historical and philosophical investigations. It emphasizes the fact that many simple items of knowledge that we take for granted were actually spectacular achievements obtained only after a great deal of innovative thinking, painstaking experiments, bold conjectures, and serious controversies. Each chapter in the book consists of two parts: a narrative part that states the philosophical puzzle and gives a problem-centred narrative on the historical attempts to solve (...)
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  • An epistemological approach to modeling: Cases studies and implications for science teaching.Gérard Sensevy, Andrée Tiberghien, Jérôme Santini, Sylvain Laubé & Peter Griggs - 2008 - Science Education 92 (3):424-446.
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  • Constructivism in science and science education: a philosophical critique.Robert Nola - 1997 - Science & Education 6 (1-2):55-83.
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  • Utilising the '3P-model'to Characterise the Discipline of Didactics of Science.AgustÍn AdÚriz-Bravo & MercÈ Izquierdo-Aymerich - 2005 - Science & Education 14 (1):29-41.
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  • What are models and why do we need them?Richard E. Grandy - 2003 - Science & Education 12 (8):773-777.
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  • Models of data.Patrick Suppes - 1962 - In Ernest Nagel, Patrick Suppes & Alfred Tarski (eds.), Logic, Methodology and Philosophy of Science Proceedings of the 1960 International Congress.
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  • Introductory comments on philosophy and constructivism in science education.Michael R. Matthews - 1997 - Science & Education 6 (1-2):5-14.
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