{"product_id":"9783319183466","title":"Frontiers in Applied Dynamical Systems: Reviews and Tutorials","description":"\u003ch1\u003eFrontiers in Applied Dynamical Systems: Reviews and Tutorials\u003c\/h1\u003e \u003ch2\u003eVan Leeuwen, Peter Jan; Cheng, Yuan; Reich, Sebastian\u003c\/h2\u003e \u003cp\u003eThis book contains two review articles on nonlinear data assimilation that deal with closely related topics but were written and can be read independently. Both contributions focus on so-called particle filters.\u003c\/p\u003e\u003cp\u003eThe first contribution by Jan van Leeuwen focuses on the potential of proposal densities. It discusses the issues with present-day particle filters and explorers new ideas for proposal densities to solve them, converging to particle filters that work well in systems of any dimension, closing the contribution with a high-dimensional example. The second contribution by Cheng and Reich discusses a unified framework for ensemble-transform particle filters. This allows one to bridge successful ensemble Kalman filters with fully nonlinear particle filters, and allows a proper introduction of localization in particle filters, which has been lacking up to now.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2015-07-30\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9783319183466\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-3-319-18347-3\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 118\u003c\/p\u003e ","brand":"Springer International Publishing","offers":[{"title":"Default Title","offer_id":44479426920588,"sku":"9783319183466","price":44.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783319183466.jpg?v=1775843307","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9783319183466","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}