The statistical physics of data assimilation and machine learning /

The statistical physics of data assimilation and machine learning /

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"Data assimilation is a hugely important mathematical technique, relevant in fields as diverse as geophysics, data science, and neuroscience. This modern book provides an authoritative treatment of the field as it relates to several scientific disciplines, with a particular emphasis on recent d...

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Bibliographic Details
Main Author: Abarbanel, H. D. I (Author)
Format: Book
Language:English
Published: Cambridge, United Kingdom ; New York, NY : Cambridge University Press, 2022
Subjects:
Discrete-time systems
Statistical physics > Data processing
Stochastic processes
Supervised learning (Machine learning) > Mathematical models
Apprentissage supervisé (Intelligence artificielle) > Modèles mathématiques
Physique statistique > Informatique
Processus stochastiques
Systèmes échantillonnés

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Harvard University

Holdings details from Harvard University
Call Number: QC174.8 .A225 2022

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