Information geometry for multiparameter models: new perspectives on the origin of simplicity

Complex models in physics, biology, economics, and engineering are often , meaning that the model parameters are not well determined by the model predictions for collective behavior. Many parameter combinations can vary over decades without significant changes in the predictions. This review uses in...

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Bibliographic Details

Published in:	Reports on progress in physics Vol. 86; no. 3
Main Authors:	Quinn, Katherine N, Abbott, Michael C, Transtrum, Mark K, Machta, Benjamin B, Sethna, James P
Format:	Journal Article
Language:	English
Published:	England 28-12-2022
Subjects:	Bayes Theorem Engineering Models, Statistical Physics information geometry emergence prior Bayesian differential geometry hyperribbon model reduction
Online Access:	Get more information
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