Artículo: AMZ-1316519635

The Statistical Physics of Data Assimilation and Machine Learning

Format:

Hardcover

Hardcover

Kindle

Detalles del producto
Disponibilidad
En stock
Peso con empaque
0.60 kg
Devolución
Condición
Nuevo
Producto de
Amazon
Viaja desde
USA

Sobre este producto
  • 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 developments from machine learning and its role in the optimisation of data assimilation. Underlying theory from statistical physics, such as path integrals and Monte Carlo methods, are developed in the text as a basis for data assimilation, and the author then explores examples from current multidisciplinary research such as the modelling of shallow water systems, ocean dynamics, and neuronal dynamics in the avian brain. The theory of data assimilation and machine learning is introduced in an accessible and unified manner, and the book is suitable for undergraduate and graduate students from science and engineering without specialized experience of statistical physics.
$129,35
31% OFF
$89,21

IMPORT EASILY

By purchasing this product you can deduct VAT with your RUT number

$129,35
31% OFF
$89,21

3 meses de gracia en diferidos y hasta 6 meses sin intereses con Pacificard

Envío gratis
Llega en 12 a 16 días hábiles
Con envío
Tienes garantia de entrega
Este producto viaja de USA a tus manos en