Gaussian functional regression for linear partial differential equations

In this paper, we present a new statistical approach to the problem of incorporating experimental observations into a mathematical model described by linear partial differential equations (PDEs) to improve the prediction of the state of a physical system. We augment the linear PDE with a functional...

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Bibliographic Details
Main Authors: Nguyen, Ngoc Cuong, Peraire, Jaime
Other Authors: Massachusetts Institute of Technology. Department of Earth, Atmospheric, and Planetary Sciences
Format: Article
Language:en_US
Published: Elsevier 2017
Online Access:http://hdl.handle.net/1721.1/107776
https://orcid.org/0000-0002-8556-685X