Estimation method for inverse problems with linear forward operator and its application to magnetization estimation from magnetic force microscopy images using deep learning

DOI10.1080/17415977.2021.1905637OpenAlexW3145130426MaRDI QIDQ5036804

Hajime Kawakami, Hajime Kudo

Publication date: 23 February 2022

Published in: Inverse Problems in Science and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/17415977.2021.1905637

zbMATH Keywords

magnetic chargedeep learningnonlinear inverse problemmagnetic force microscopylinear forward operator

Mathematics Subject Classification ID

Inverse problems in linear algebra (15A29) Numerical methods for inverse problems for integral equations (65R32) Inverse problems for integral equations (45Q05)

Uses Software

• GitHub

Cites Work

• An algorithm for nonlinear optimization problems with binary variables
• Truncated-Newton algorithms for large-scale unconstrained optimization
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