Asymptotic Theory of \(\boldsymbol \ell _1\) -Regularized PDE Identification from a Single Noisy Trajectory-Reference-Cited by-同舟云学术

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Asymptotic Theory of \(\boldsymbol \ell _1\) -Regularized PDE Identification from a Single Noisy Trajectory

Published:2022-08-23 Issue:3 Volume:10 Page:1012-1036
ISSN:2166-2525
Container-title:SIAM/ASA Journal on Uncertainty Quantification
language:en
Short-container-title:SIAM/ASA J. Uncertainty Quantification

Author:

He Yuchen¹,Suh Namjoon²,Huo Xiaoming²^ORCID,Kang Sung Ha³,Mei Yajun²

Affiliation:

1. Institute of Natural Sciences, Shanghai Jiao Tong University, Shanghai, China ().

2. School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, GA 30332 USA (, , ).

3. School of Mathematics, Georgia Institute of Technology, Atlanta, GA 30332 USA ().

Funder

Division of Computing and Communication Foundations

Division of Mathematical Sciences

Simons Foundation

Publisher

Society for Industrial & Applied Mathematics (SIAM)

Subject

Applied Mathematics,Discrete Mathematics and Combinatorics,Statistics, Probability and Uncertainty,Modeling and Simulation,Statistics and Probability

Reference53 articles.

1. An Undulatory Theory of the Mechanics of Atoms and Molecules

2. The Pricing of Options and Corporate Liabilities

3. Partial differential equation models in macroeconomics

4. Traffic Current Fluctuation and the Burgers Equation

5. A Study of the Diffusion Equation with Increase in the Amount of Substance, and its Application to a Biological Problem

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