211906

Springer, Dordrecht

2017

911 Pages

ISBN 978-3-319-30525-7

Springer handbook of model-based science

Edited by

Lorenzo Magnani , Tommaso Bertolotti

The handbook offers the first comprehensive reference guide to the interdisciplinary field of model-based reasoning. It highlights the role of models as mediators between theory and experimentation, and as educational devices, as well as their relevance in testing hypotheses and explanatory functions. The Springer Handbook merges philosophical, cognitive and epistemological perspectives on models with the more practical needs related to the application of this tool across various disciplines and practices. The result is a unique, reliable source of information thatguides readers toward an understanding of different aspects of model-based science, such as the theoretical and cognitive nature of models, as well as their practical and logical aspects. The inferential role of models in hypothetical reasoning, abduction and creativity once they are constructed, adopted, and manipulated for different scientific and technological purposes is also discussed. Written by a group of internationally renowned experts in philosophy, the history of science, general epistemology, mathematics, cognitive and computer science, physics and life sciences, as well as engineering, architecture, and economics, this Handbook uses numerous diagrams, schemes and other visual representations to promote a better understanding of the concepts. This also makes it highly accessible to an audience of scholars and students with different scientific backgrounds. All in all, the Springer Handbook of Model-Based Science represents the definitive application-oriented reference guide to the interdisciplinary field of model-based reasoning.

Publication details

DOI: 10.1007/978-3-319-30526-4

Full citation:

Magnani, L. , Bertolotti, T. (eds) (2017). Springer handbook of model-based science, Springer, Dordrecht.

Table of Contents

The ontology of models

Gelfert Axel

5-23

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Models and theories

Portides Demetris

25-48

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Models and representation

Frigg Roman

49-102

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Models and explanation

Bokulich Alisa

103-118

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Models and simulations

Nersessian Nancy J.; Macleod Miles

119-132

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Patterns of abductive inference

Schurz Gerhard

151-173

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Magnani's manipulative abduction

Park Woosuk

197-213

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The logic of abduction

Aliseda Atocha

219-230

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Abductive reasoning in dynamic epistemic logic

Nepomuceno-Fernández Angel; Soler-Toscano Fernando; Velázquez-Quesada Fernando R.

269-293

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Argumentation and abduction in dialogical logic

Barés Gómez Cristina; Fontaine Matthieu

295-314

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Formal (in)consistency, abduction and modalities

Bueno-Soler Juliana; Carnielli Walter; Coniglio Marcelo

315-335

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Nancy Nersessian's cognitive-historical approach

Schwartz Nora Alejandrina

355-375

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Hypothetical models in social science

Basso Alessandra; Lisciandra Chiara; Marchionni Caterina

413-433

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Model-based diagnosis

Ligęza Antoni; Górny Bartłomiej

435-461

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Thought experiments in model-based reasoning

Arcangeli Margherita

463-493

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Diagrammatic reasoning in mathematics

Giardino Valeria

499-522

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Model-based reasoning in mathematical practice

Frans Joachim; Goyvaerts Isar; Van Kerkhove Bart

537-549

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Vision, thinking, and model-based inferences

Raftopoulos Athanassios

573-603

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Diagrammatic reasoning

Bechtel William

605-618

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Embodied mental imagery in cognitive robots

Di Nuovo Alessandro; Marocco Davide; Di Nuovo Santo; Cangelosi Angelo

619-637

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Dynamical models of cognition

Metzger Mary Ann

639-655

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Complex versus complicated models of cognition

Den Hartigh Ruud J.R.; Cox Ralf F.A.; Van Geert Paul

657-669

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Computational Aspects of model-based reasoning

Dodig-Crnkovic Gordana; Cicchetti Antonio

695-718

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Computational scientific discovery

Sozou Peter D.; Lane Peter C.R.; Addis Mark; Gobet Fernand

719-734

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Simulation of complex systems

Davidsson Paul; Klügl Franziska; Verhagen Harko

783-797

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Models and experiments in robotics

Amigoni Francesco; Schiaffonati Viola

799-815

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Biorobotics

Datteri Edoardo

817-837

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Experimentation on analogue models

Sterrett Susan G.

857-878

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Models of chemical structure

Goodwin William

879-890

Open Access Link

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