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Perspectival Modeling

Philosophy of Science 85 (3):335-359 (2018)

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  1. Bottoms up: The Standard Model Effective Field Theory from a model perspective.Philip Bechtle, Cristin Chall, Martin King, Michael Krämer, Peter Mättig & Michael Stöltzner - 2022 - Studies in History and Philosophy of Science Part A 92 (C):129-143.
    Experiments in particle physics have hitherto failed to produce any significant evidence for the many explicit models of physics beyond the Standard Model (BSM) that had been proposed over the past decades. As a result, physicists have increasingly turned to model-independent strategies as tools in searching for a wide range of possible BSM effects. In this paper, we describe the Standard Model Effective Field Theory (SM-EFT) and analyse it in the context of the philosophical discussions about models, theories, and (bottom-up) (...)
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  • Scientific Perspectivism and the Methodology of Modern Mathematical Physics.Noah Stemeroff - 2022 - Philosophy of Science 89 (3):504-520.
    Perspectival realists often appeal to the methodology of science to secure a realist account of the retention and continued success of scientific claims through the progress of science. However, in the context of modern physics, the retention and continued success of scientific claims are typically only definable within a mathematical framework. In this article, I argue that this concern leaves the perspectivist open to Cassirer’s neo-Kantian critique of the applicability of mathematics in the natural sciences. To support this criticism, I (...)
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  • Symmetries, Indexicality and the Perspectivist Stance.Quentin Ruyant - 2021 - International Studies in the Philosophy of Science 34 (1):21-39.
    I critically examine the assumption that the theoretical structure that varies under theoretical symmetries is redundant and should be eliminated from a metaphysical picture of the universe, following a ‘symmetry to reality’ inference. I do so by analysing the status of coordinate change symmetries taking a pragmatic approach. I argue that coordinate systems function as indexical devices, and play an important pragmatic role for representing concrete physical systems. I examine the implications of considering this pragmatic role seriously, taking what I (...)
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  • Disagreement in science: introduction to the special issue.Finnur Dellsén & Maria Baghramian - 2020 - Synthese 198 (S25):6011-6021.
    Introduction to the Synthese Special Issue on Disagreement in Science.
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  • Biological Control Variously Materialized: Modeling, Experimentation and Exploration in Multiple Media.Tarja Knuuttila & Andrea Loettgers - 2021 - Perspectives on Science 29 (4):468-492.
    This paper examines two parallel discussions of scientific modeling which have invoked experimentation in addressing the role of models in scientific inquiry. One side discusses the experimental character of models, whereas the other focuses on their exploratory uses. Although both relate modeling to experimentation, they do so differently. The former has considered the similarities and differences between models and experiments, addressing, in particular, the epistemic value of materiality. By contrast, the focus on exploratory modeling has highlighted the various kinds of (...)
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  • Extending Similarity-based Epistemology of Modality with Models.Ylwa Sjölin Wirling - 2022 - Ergo: An Open Access Journal of Philosophy 8 (45).
    Empiricist modal epistemologies can be attractive, but are often limited in the range of modal knowledge they manage to secure. In this paper, I argue that one such account – similarity-based modal empiricism – can be extended to also cover justification of many scientifically interesting possibility claims. Drawing on recent work on modelling in the philosophy of science, I suggest that scientific modelling is usefully seen as the creation and investigation of relevantly similar epistemic counterparts of real target systems. On (...)
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  • On the Relationship Between Modelling Practices and Interpretive Stances in Quantum Mechanics.Quentin Ruyant - 2022 - Foundations of Science 27 (2):387-405.
    The purpose of this article is to establish a connection between modelling practices and interpretive approaches in quantum mechanics, taking as a starting point the literature on scientific representation. Different types of modalities play different roles in scientific representation. I postulate that the way theoretical structures are interpreted in this respect affects the way models are constructed. In quantum mechanics, this would be the case in particular of initial conditions and observables. I examine two formulations of quantum mechanics, the standard (...)
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  • The Systemic Concept of Contextual Truth.Andrzej Bielecki - 2020 - Foundations of Science 26 (4):807-824.
    In this paper the truth is studied in the frame of autonomous systems theory. The method of the truth verification is worked out in its functional aspect. The verification is based on comparison of the predicted inner state of the autonomous agent, that is the cognitive subject, to the achieved inner state of the agent. The state is achieved as the result of performing the action in the real world—the agent’s environment. The action design is created on the basis of (...)
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  • On the Limits of Experimental Knowledge.Peter Evans & Karim P. Y. Thebault - 2020 - Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 378 (2177).
    To demarcate the limits of experimental knowledge, we probe the limits of what might be called an experiment. By appeal to examples of scientific practice from astrophysics and analogue gravity, we demonstrate that the reliability of knowledge regarding certain phenomena gained from an experiment is not circumscribed by the manipulability or accessibility of the target phenomena. Rather, the limits of experimental knowledge are set by the extent to which strategies for what we call ‘inductive triangulation’ are available: that is, the (...)
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  • What Can Artificial Intelligence Do for Scientific Realism?Petr Spelda & Vit Stritecky - 2020 - Axiomathes 31 (1):85-104.
    The paper proposes a synthesis between human scientists and artificial representation learning models as a way of augmenting epistemic warrants of realist theories against various anti-realist attempts. Towards this end, the paper fleshes out unconceived alternatives not as a critique of scientific realism but rather a reinforcement, as it rejects the retrospective interpretations of scientific progress, which brought about the problem of alternatives in the first place. By utilising adversarial machine learning, the synthesis explores possibility spaces of available evidence for (...)
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  • Perspectival realism and norms of scientific representation.Quentin Ruyant - 2020 - European Journal for Philosophy of Science 10 (2):1-17.
    Perspectival realism combines two apparently contradictory aspects: the epistemic relativity of perspectives and the mind-independence of realism. This paper examines the prospects for a coherent perspectival realism, taking the literature on scientific representation as a starting point. It is argued that representation involves two types of norms, referred to as norms of relevance and norms of accuracy. Norms of relevance fix the domain of application of a theory and the way it categorises the world, and norms of accuracy give the (...)
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  • Integración de analogías en la investigación científica (Integration of Analogies in Scientific Modeling).Natalia Carrillo-Escalera - 2019 - Revista Colombiana de Filosofía de la Ciencia 37 (18):318-335.
    Discussion of modeling within philosophy of science has focused in how models, understood as finished products, represent the world. This approach has some issues accounting for the value of modeling in situations where there are controversies as to which should be the object of representation. In this work I show that a historical analysis of modeling complements the aforementioned representational program, since it allows us to examine processes of integration of analogies that play a role in the generation of criteria (...)
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  • The Perspectival Nature of Scientific Representation.Michela Massimi - 2024 - In Claus Beisbart & Michael Frauchiger (eds.), Scientific Theories and Philosophical Stances: Themes from van Fraassen. De Gruyter. pp. 109-124.
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  • Scientific Theories and Philosophical Stances: Themes from van Fraassen.Claus Beisbart & Michael Frauchiger (eds.) - 2024 - De Gruyter.
    Since the publication of his seminal monograph "The scientific image", Bas van Fraassen is a key figure in philosophy of science. In this book, other philosophers with various outlooks critically discuss his work on theories, empiricism and philosophical stances. The book starts with a new article by van Fraassen on his preferred account of theories, the so-called semantic view. This account is now 50 years old, and van Fraassen takes this anniversary as an opportunity to review the account, its history (...)
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  • On Perspectivism of Information System Ontologies.Timothy Tambassi - 2024 - Foundations of Science 29 (3):571-585.
    The growing diffusion of perspectivism within the debate on information system ontologies [ISOs] does not correspond to a thorough analysis of what perspectivism specifically consists of. This paper aims to fill this void. First, I show what supporting perspectivism in information system ontologies [PISO] means in terms of (minimal) claims and implications; then I argue that the definitions of ISO implicitly assume PISO’s (minimal) claims or, in other words, that ISOs presuppose and maintain PISO. Section 2 presents the main definitions (...)
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  • The mechanistic stance.Jonny Lee & Joe Dewhurst - 2021 - European Journal for Philosophy of Science 11 (1):1-21.
    It is generally acknowledged by proponents of ‘new mechanism’ that mechanistic explanation involves adopting a perspective, but there is less agreement on how we should understand this perspective-taking or what its implications are for practising science. This paper examines the perspectival nature of mechanistic explanation through the lens of the ‘mechanistic stance’, which falls somewhere between Dennett’s more familiar physical and design stance. We argue this approach implies three distinct and significant ways in which mechanistic explanation can be interpreted as (...)
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  • Perspectivism in current epigenetics.Karim Bschir - 2020 - European Journal for Philosophy of Science 10 (3):1-18.
    Discussions about perspectivism in the current philosophical literature often focus on questions concerning perspectival modeling or the compatibility between perspectivism and realism. In this paper, I propose to extend the debate on perspectivism by taking into account the social dimension of scientific perspectives. Scientific perspectives are always adopted and advocated for by individual scientists and groups of scientists with different epistemic affinities. I describe an example of a current and ongoing controversy in the field of epigenetics in order to illustrate (...)
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  • Conceptual Constructive Models and Abstraction-as-Aggregation.Sim-Hui Tee - 2021 - Philosophia 49 (2):819-837.
    Conceptual constructive models are a type of scientific model that can be used to construct or reshape the target phenomenon conceptually. Though it has received scant attention from the philosophers, it raises an intriguing issue of how a conceptual constructive model can construct the target phenomenon in a conceptual way. Proponents of the conception of conceptual constructive models are not being explicit about the application of the constructive force of a model in the target construction. It is far from clear (...)
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  • Some perspective on perspectivism: Michela Massimi and Casey D. McCoy (eds): Understanding perspectivism. Scientific challenges and methodological prospects. New York: Routledge, 2020, 200pp.Alexander Rueger - 2020 - Metascience 29 (2):193-196.
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  • Realism, perspectivism, and disagreement in science.Michela Massimi - 2019 - Synthese 198 (Suppl 25):6115-6141.
    This paper attends to two main tasks. First, I introduce the notion of perspectival disagreement in science. Second, I relate perspectival disagreement in science to the broader issue of realism about science: how to maintain realist ontological commitments in the face of perspectival disagreement among scientists? I argue that often enough perspectival disagreement is not at the level of the scientific knowledge claims but rather of the methodological and justificatory principles. I introduce and clarify the notion of ‘agreeing-whilst-perspectivally-disagreeing’ with an (...)
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  • Perspectival Instruments.Ana-Maria Creţu - 2022 - Philosophy of Science 89 (3):521-541.
    Despite its potential implications for the objectivity of scientific knowledge, the claim that “scientific instruments are perspectival” has received little critical attention. I show that this claim is best understood as highlighting the dependence of instruments on different perspectives. When closely analyzed, instead of constituting a novel epistemic challenge, this dependence can be exploited to mount novel strategies for resolving two old epistemic problems: conceptual relativism and theory-ladeness. The novel content of this article consists in articulating and developing these strategies (...)
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  • Pluralism and Perspectivism in the American Pragmatist Tradition.Matthew Brown - 2019 - In Michela Massimi (ed.), Knowledge From a Human Point of View. Springer Verlag.
    This chapter explores perspectivism in the American Pragmatist tradition. On the one hand, the thematization of perspectivism in contemporary epistemology and philosophy of science can benefit from resources in the American Pragmatist philosophical tradition. On the other hand, the Pragmatists have interesting and innovative, pluralistic views that can be illuminated through the lens of perspectivism. I pursue this inquiry primarily through examining relevant sources from the Pragmatist tradition. I will illustrate productive engagements between pragmatism and perspectivism in three areas: in (...)
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  • Two Kinds of Exploratory Models.Michela Massimi - 2019 - Philosophy of Science 86 (5):869-881.
    I analyze the exploratory function of two main modeling practices: targetless fictional models and hypothetical perspectival models. In both cases, I argue, modelers invite us to imagine or conceive something about the target system, which is known to be either nonexistent or just hypothetical. I clarify the kind of imagining or conceiving involved in each modeling practice, and I show how each—in its own right—delivers important modal knowledge. I illustrate these two kinds of exploratory models with Maxwell’s ether model and (...)
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  • Understanding realism.Collin Rice - 2019 - Synthese 198 (5):4097-4121.
    Catherine Elgin has recently argued that a nonfactive conception of understanding is required to accommodate the epistemic successes of science that make essential use of idealizations and models. In this paper, I argue that the fact that our best scientific models and theories are pervasively inaccurate representations can be made compatible with a more nuanced form of scientific realism that I call Understanding Realism. According to this view, science aims at (and often achieves) factive scientific understanding of natural phenomena. I (...)
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  • Multiple models, one explanation.Chiara Lisciandra & Johannes Korbmacher - 2021 - Journal of Economic Methodology 28 (2):186-206.
    We develop an account of how mutually inconsistent models of the same target system can provide coherent information about the system. Our account makes use of ideas from the debate surrounding rob...
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  • Method-Driven Experiments and the Search for Dark Matter.Siska De Baerdemaeker - 2021 - Philosophy of Science 88 (1):124-144.
    Since the discovery of dark matter in the 1980s, multiple experiments have been set up to detect dark matter particles through some other mode than gravity. Particle physicists provide detailed jus...
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  • Perspectivism and the epistemology of experimentation: From the evaluation to the production of reliable experiments.Jan Potters - 2020 - European Journal for Philosophy of Science 10 (2):1-24.
    My aim in this paper is to propose a way to study the role of perspectives in both the production and justification of experimental knowledge claims. My starting point for this will be Anjan Chakravartty’s claim that Ronald Giere’s perspectival account of the role of instruments in the production of such claims entails relativism in the form of irreducibly incompatible truths. This led Michela Massimi to argue that perspectivism, insofar as it wants to form a realist position, is only concerned (...)
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  • Infinite idealizations in science: an introduction.Samuel C. Fletcher, Patricia Palacios, Laura Ruetsche & Elay Shech - 2019 - Synthese 196 (5):1657-1669.
    We offer a framework for organizing the literature regarding the debates revolving around infinite idealizations in science, and a short summary of the contributions to this special issue.
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  • Scientific Pluralism.Ludwig David & Ruphy Stéphanie - 2021 - Stanford Encyclopedia of Philosophy.
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  • Through the Fractured Looking Glass.Sandra D. Mitchell - 2020 - Philosophy of Science 87 (5):771-792.
    I argue that diversity and pluralism are valuable not just for science but for philosophy of science. Given the partiality and perspectivism of representation, pluralism preserving integration can...
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  • Deterrence Games for the 21st Century : Representation, Theory and Evidence.Karl Sörenson - 2022 - Dissertation, Royal Institute of Technology, Stockholm
    Deterrence is the backbone of military strategy. Dissuading an opponent from taking a specific action by threat of violence is the definition of deterrence. From the outset of the Cold War there has been a strong link between the study of deterrence and game theoretic analysis. There are compelling epistemic reasons for studying deterrence as a game. By doing so, the strategic interaction between actors is placed at the centre of the analysis, mapping the possible outcomes and revealing the strategies (...)
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  • Classifying exploratory experimentation – three case studies of exploratory experimentation at the LHC.Peter Mättig - 2022 - European Journal for Philosophy of Science 12 (4):1-34.
    Along three measurements at the Large Hadron Collider (LHC), a high energy particle accelerator, we analyze procedures and consequences of exploratory experimentation (EE). While all of these measurements fulfill the requirements of EE: probing new parameter spaces, being void of a target theory and applying a broad range of experimental methods, we identify epistemic differences and suggest a classification of EE. We distinguish classes of EE according to their respective goals: the exploration where an established global theory cannot provide the (...)
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  • Scientific Inquiry: From Metaphors to Abstraction.Natalia Carrillo & Sergio Martínez - 2023 - Perspectives on Science 31 (2):233-261.
    In philosophy of science, abstraction tends to be subsumed under representation, often being described as the omission of a target’s features when it is represented. This approach to abstraction sidesteps cognitive aspects of abstraction processes. However, cognitive aspects of abstraction are important in understanding the role of historically grounded epistemic criteria supporting modeling in science. Drawing on recent work on the relation between metaphor and abstraction, we introduce the concept of paths of abstraction, and use historical and contemporary examples to (...)
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  • Exploratory modeling and indeterminacy in the search for life.Franklin R. Jacoby - 2022 - European Journal for Philosophy of Science 12 (2):1-20.
    The aim of this article is to use a model from the origin of life studies to provide some depth and detail to our understanding of exploratory models by suggesting that some of these models should be understood as indeterminate. Models that are indeterminate are a type of exploratory model and therefore have extensive potential and can prompt new lines of research. They are distinctive in that, given the current state of scientific understanding, we cannot specify how and where the (...)
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  • Cancer Modeling: the Advantages and Limitations of Multiple Perspectives.A. Plutynski - 2019 - In Michela Massimi & Casey D. Mccoy (eds.), Understanding Perspectivism (Open Access): Scientific Challenges and Methodological Prospects. New York, NY, USA: Routledge.
    Cancer is a paradigmatic case of a complex causal process; causes of cancer operate at a variety of temporal and spatial scales, and the respects in which these causes act and interact are diverse. There are, for instance, temporal order effects, organizational effects, structural effects, and dynamic relationships between causes operating at different temporal and spatial scales. Because of this complexity, models of cancer initiation and progression often involve deliberate choices to focus on one time scale, one causal pathway, or (...)
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