Crossmark

Surrogate modeling of acoustic field-assisted particle patterning process with physics-informed encoder–decoder approach

Published Online: 2022-11-12

Published Print: 2022-11

Authors

Lui, Yu Hui

Shahriar, M.

Pan, Yayue

Hu, Chao

Hu, Shan https://orcid.org/0000-0003-4842-5748
Funding

Funding for this research was provided by:

Division of Civil, Mechanical and Manufacturing Innovation (1663509)
License Information

Text and Data Mining valid from 2022-11-01

Version of Record valid from 2022-11-01
More Information

Article History

Received: 15 June 2022

Revised: 29 August 2022

Accepted: 16 September 2022

First Online: 12 November 2022

Declarations

:

: On behalf of all authors, the corresponding author states that there is no conflict of interest.

: Physics-informed encoder–decoder models presented in this paper have been implemented in Python. The Python code and simulated and measured image datasets are available upon request to the corresponding author.

Document is current