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Accelerating level-set based topology optimization using gradient and stochastic gradient online learning and prediction methods

Published Online: 2025-06-27

Published Print: 2025-06

Authors

Xing, Yi

Yamada, Takayuki

Tong, Liyong https://orcid.org/0000-0003-4307-4221
Funding

Funding for this research was provided by:

Australian Research Council (DP 170104916)
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Text and Data Mining valid from 2025-06-01

Version of Record valid from 2025-06-01
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Article History

Received: 15 January 2025

Revised: 1 May 2025

Accepted: 21 May 2025

First Online: 27 June 2025

Declarations

:

: The authors declare that they have no conflict of interest.

: The MATLAB code, and the datasets generated during and/or analyzed during the current study will be made available from the corresponding author upon reasonable request.

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