© 2017

The Science and Art of Simulation I

Exploring - Understanding - Knowing

  • Michael M. Resch
  • Andreas Kaminski
  • Petra Gehring
Conference proceedings

Table of contents

  1. Front Matter
    Pages i-vi
  2. Michael M. Resch, Andreas Kaminski, Petra Gehring
    Pages 1-5
  3. The Art of Exploring Computer Simulations

  4. The Art of Understanding Computer Simulations

  5. The Art of Knowing Through Computer Simulations

About these proceedings


The new book series “The Science and Art of Simulation” (SAS) addresses computer simulations as a scientific activity and engineering artistry (in the sense of a technē). The first volume is devoted to three topics:

1. The Art of Exploring Computer Simulations
Philosophy began devoting attention to computer simulations at a relatively early stage. Since then, the unquestioned point of view has been that computer simulation is a new scientific method; the philosophy of simulation is therefore part of the philosophy of science. The first section of this volume discusses this implicit, unchallenged assumption by addressing, from different perspectives, the question of how to explore (and how not to explore) research on computer simulations. Scientists discuss what is still lacking or considered problematic, while philosophers draft new directions for research, and both examine the art of exploring computer simulations.

2. The Art of Understanding Computer Simulations
The results of computer simulations are integrated into both political and social decisions. It is implicitly assumed that the more detailed, and consequently more realistic, a computer simulation is, the more useful it will be in decision-making. However, this idea is by no means justified. Different types of computer simulations have to be differentiated, which in turn requires the specific skill of understanding computer simulation results. The articles in this section examine the capabilities and limits of simulation results in political and social contexts, exploring the art of understanding computer simulation results. 

3. The Art of Knowing through Computer Simulations?
The advent of computer simulation in today’s scientific practices challenges the order of science. What kind of knowledge is gained through computer simulations is the key question in this section. Computer simulations are often compared to experiments or to arguments, and the transformation of our traditional scientific notions might be more challenging than expected – these Ideas are put forward in the third section to conceptualize the art of knowing through computer simulations. 


computer simulation models verification and validation philosophy social science

Editors and affiliations

  • Michael M. Resch
    • 1
  • Andreas Kaminski
    • 2
  • Petra Gehring
    • 3
  1. 1.High Performance Computing Center (HLRS)University of StuttgartStuttgartGermany
  2. 2.High Performance Computing Center (HLRS)University of StuttgartStuttgartGermany
  3. 3.Institute for PhilosophyTechnical University of DarmstadtDarmstadtGermany

Bibliographic information

  • Book Title The Science and Art of Simulation I
  • Book Subtitle Exploring - Understanding - Knowing
  • Editors Michael M. Resch
    Andreas Kaminski
    Petra Gehring
  • DOI
  • Copyright Information Springer International Publishing AG 2017
  • Publisher Name Springer, Cham
  • eBook Packages Mathematics and Statistics Mathematics and Statistics (R0)
  • Hardcover ISBN 978-3-319-55761-8
  • Softcover ISBN 978-3-319-85739-8
  • eBook ISBN 978-3-319-55762-5
  • Edition Number 1
  • Number of Pages VI, 192
  • Number of Illustrations 7 b/w illustrations, 0 illustrations in colour
  • Topics Computational Science and Engineering
  • Buy this book on publisher's site
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