Designing Progressive Lenses Using Physics-Informed Neural Networks to Solve Partial Differential Equations

Huazhong Xiang; Hui Cheng; Qihui Ding; Zexi Zheng; Jiabi Chen; Cheng Wang; Dawei Zhang; Songlin Zhuang

doi:10.3788/AOS241463

Acta Optica Sinica, Volume. 45, Issue 1, 0122002(2025)

Designing Progressive Lenses Using Physics-Informed Neural Networks to Solve Partial Differential Equations

Huazhong Xiang^1,2、*, Hui Cheng¹, Qihui Ding¹, Zexi Zheng³, Jiabi Chen⁴, Cheng Wang^1,2, Dawei Zhang⁴, and Songlin Zhuang⁴

Author Affiliations

¹Institute of Medical Optics and Optometry, School of Health Science and Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China

²Shanghai Engineering Research Center of Interventional Medical Device, University of Shanghai for Science and Technology, Shanghai 200093, China

³School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China

⁴School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai 200093, China

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Huazhong Xiang, Hui Cheng, Qihui Ding, Zexi Zheng, Jiabi Chen, Cheng Wang, Dawei Zhang, Songlin Zhuang. Designing Progressive Lenses Using Physics-Informed Neural Networks to Solve Partial Differential Equations[J]. Acta Optica Sinica, 2025, 45(1): 0122002

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Paper Information

Category: Optical Design and Fabrication

Received: Aug. 23, 2024

Accepted: Sep. 25, 2024

Published Online: Jan. 17, 2025

The Author Email: Huazhong Xiang (xiang3845242@163.com)

DOI:10.3788/AOS241463

CSTR:32393.14.AOS241463

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