Springer handbook of model-based science

Lorenzo Magnani , Tommaso Bertolotti

<p>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 that guides 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.</p>


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Models and theories

Portides Demetris

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49-102
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103-118
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119-132
Models and simulations

Nersessian Nancy J.; Macleod Miles

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137-150
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151-173
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175-195
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197-213
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269-293
Abductive reasoning in dynamic epistemic logic

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

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295-314
Argumentation and abduction in dialogical logic

Barés Gómez Cristina; Fontaine Matthieu

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315-335
Formal (in)consistency, abduction and modalities

Bueno-Soler Juliana; Carnielli Walter; Coniglio Marcelo

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341-353
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355-375
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377-411
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413-433
Hypothetical models in social science

Basso Alessandra; Lisciandra Chiara; Marchionni Caterina

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435-461
Model-based diagnosis

Ligęza Antoni; Górny Bartłomiej

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463-493
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499-522
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523-535
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537-549
Model-based reasoning in mathematical practice

Frans Joachim; Goyvaerts Isar; Van Kerkhove Bart

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551-567
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573-603
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605-618
Diagrammatic reasoning

Bechtel William

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619-637
Embodied mental imagery in cognitive robots

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

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639-655
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657-669
Complex versus complicated models of cognition

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

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671-692
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695-718
Computational Aspects of model-based reasoning

Dodig-Crnkovic Gordana; Cicchetti Antonio

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719-734
Computational scientific discovery

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

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735-781
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783-797
Simulation of complex systems

Davidsson Paul; Klügl Franziska; Verhagen Harko

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799-815
Models and experiments in robotics

Amigoni Francesco; Schiaffonati Viola

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817-837
Biorobotics

Datteri Edoardo

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843-856
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857-878
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879-890

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