Data Driven Models In Inverse Problems

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Advances in learning-based methods are revolutionizing several fields in applied mathematics, including inverse problems, resulting in a major paradigm shift towards data-driven approaches. This volume, which is inspired by this cutting-edge area of research, brings together contributors from the inverse problem community and shows how to successfully combine model- and data-driven approaches to gain insight into practical and theoretical issues.

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Genre : Mathematics
Author : Tatiana A. Bubba
Publisher : Walter de Gruyter GmbH & Co KG
Release : 2024-11-18
File : 508 Pages
ISBN-13 : 9783111251233


Data Driven Models In Inverse Problems

eBook Download

BOOK EXCERPT:

Advances in learning-based methods are revolutionizing several fields in applied mathematics, including inverse problems, resulting in a major paradigm shift towards data-driven approaches. This volume, which is inspired by this cutting-edge area of research, brings together contributors from the inverse problem community and shows how to successfully combine model- and data-driven approaches to gain insight into practical and theoretical issues.

Product Details :

Genre : Mathematics
Author : Tatiana A. Bubba
Publisher : Walter de Gruyter GmbH & Co KG
Release : 2024-11-18
File : 664 Pages
ISBN-13 : 9783111251295


Data Based Modeling Of Packed Tube Reactors

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Genre :
Author : Sanjay Mehta
Publisher :
Release : 1998
File : 566 Pages
ISBN-13 : WISC:89063838197


Discrete Signals And Inverse Problems

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Genre : Mathematics
Author : J. Carlos Santamarina
Publisher : John Wiley & Sons
Release : 2005-08-12
File : 376 Pages
ISBN-13 : UOM:39015061176890


Web Knowledge Based Learning For Ill Posed Inverse Problems

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Genre :
Author : Na Tang
Publisher :
Release : 2006
File : 264 Pages
ISBN-13 : UCAL:X74558


Proceedings Of The Asme Manufacturing Engineering Division And The Asme Textile Engineering Division 2006

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Genre : Science
Author :
Publisher :
Release : 2007
File : 490 Pages
ISBN-13 : UOM:39015069231440


Proceedings Of The Asme Design Engineering Technical Conferences

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Genre : Computer-aided design
Author :
Publisher :
Release : 2007
File : 1008 Pages
ISBN-13 : UOM:39015058904403


Mathematical Reviews

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Genre : Mathematics
Author :
Publisher :
Release : 2006
File : 900 Pages
ISBN-13 : UOM:39015060987123


Bayesian Inference For Inverse Problems

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Genre : Mathematics
Author : Ali Mohammad-Djafari
Publisher : SPIE-International Society for Optical Engineering
Release : 1998
File : 396 Pages
ISBN-13 : UOM:39015043000069


The Journal Of The Acoustical Society Of America

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Genre : Music
Author :
Publisher :
Release : 2009
File : 764 Pages
ISBN-13 : UCSD:31822036948149