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Learning About Possibilities Through Scientific Models

Offered By: Santa Fe Institute via YouTube

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Machine Learning Courses Epistemology Courses Realism Courses

Course Description

Overview

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Explore the philosophical implications of scientific modeling in this thought-provoking seminar by Till Grüne-Yanoff from the Royal Institute of Technology in Stockholm. Delve into the distinction between epistemic and alethic possibilities in scientific models, and examine how this affects model construction, assessment, and interpretation. Investigate the concept of realism in model assumptions, the role of evidence in supporting models, and the nature of how-possibly explanations. Consider the implications for model ensembles and their interpretation. Gain insights into the different types of possibilities scientists aim to learn from models and understand the methodological implications for scientific modeling across various disciplines.

Syllabus

Introduction
Modal claims
Epistemic possibility
Three issues
Modal ensembles
Realistic
Modal Inflation
Olympic Models
Complications
How possibly explanations
Ensembles
Conclusion
Epistemic possibilities


Taught by

Santa Fe Institute

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