Computer simulation vs. machine learning – a philosophical comparison

Beisbart, Claus (12 July 2022). Computer simulation vs. machine learning – a philosophical comparison (Unpublished). In: Kolloquium MPI für Plasmaphysik. online. 12.7.2022.

Digital computers have had a profound impact on modern physics. In this talk, I discuss two computer-based methods, viz. computer simulation and machine learning. To have a common ground for the comparison, I assume that both methods are used to infer hitherto unknown information, typically about future states of a system. Important aspects of the comparison are the power to achieve various epistemic tasks, the ways in which results are justified and the opacity of the methods.

Item Type:

Conference or Workshop Item (Speech)

Division/Institute:

06 Faculty of Humanities > Department of Art and Cultural Studies > Institute of Philosophy
06 Faculty of Humanities > Department of Art and Cultural Studies > Institute of Philosophy > Theoretical Philosophy

UniBE Contributor:

Beisbart, Claus

Subjects:

100 Philosophy
100 Philosophy > 120 Epistemology

Language:

English

Submitter:

Claus Beisbart

Date Deposited:

02 Nov 2022 09:14

Last Modified:

09 Jul 2024 09:27

URI:

https://boris.unibe.ch/id/eprint/174365

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