Philosophy of Science · 2007 · 99 citations · 23 references
Natural SciencesComputer ScienceMeteorologyAtmospheric DynamicsClimate ScienceClimatologyClimate ModelingComputational ModelingScientific ModelingSimulation MethodsSimulation ModelingSystem SimulationClimate SimulationClimate System ModelingComputational Climate ModelingMediatorsModel Co-simulationModel SimulationModeling And SimulationSimulation Studies
The goal of the present article is to contribute to the epistemology and methodology of computer simulations. The central thesis is that the process of simulation modeling takes the form of an explorative cooperation between experimenting and modeling. This characteristic mode of modeling turns simulations into autonomous mediators in a specific way; namely, it makes it possible for the phenomena and the data to exert a direct influence on the model. The argumentation will be illustrated by a case study of the general circulation models of meteorology, the major simulation models in climate research.
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N. Metropolis, Stanislaw M. Ulam · Journal of the American Statistical Association · 1949 · 6.1K citations