Lan Shang

Zhejiang Lab

SCHOLARLY PAPERS

4

DOWNLOADS

114

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

A Data-Efficient Surrogate Model for the Prediction of Steady-State Ferroelectric Microstructures

Number of pages: 27 Posted: 18 Feb 2025
Lan Shang, Sizheng Zheng, Jin Wang and Jie Wang
Zhejiang Lab, Zhejiang University, Zhejiang University and Zhejiang University - Department of Engineering Mechanics
Downloads 45 (904,040)

Abstract:

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surrogate model, ferroelectric microstructures, physics-informed neural network, propagation failure, Energy dissipation

2.

Physics-Informed Neural Networks Incorporating Energy Dissipation for the Phase-Field Model of Ferroelectric Microstructure Evolution​

Number of pages: 27 Posted: 01 Sep 2024
Lan Shang, Sizheng Zheng, Jin Wang and Jie Wang
Zhejiang Lab, Zhejiang University, Zhejiang University and Zhejiang University - Department of Engineering Mechanics
Downloads 38 (970,336)

Abstract:

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physics-informed neural network, phase-field model, ferroelectric microstructure evolution, propagation failure, energy dissipation, loss function

3.

Physics-Informed Neural Networks Incorporating Energy Dissipation for the Phase-Field Model of Ferroelectric Microstructure Evolution

Number of pages: 27 Posted: 13 Sep 2024
Lan Shang, Sizheng Zheng, Jin Wang and Jie Wang
Zhejiang Lab, Zhejiang University, Zhejiang University and Zhejiang University - Department of Engineering Mechanics
Downloads 24 (1,126,220)

Abstract:

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Physics-informed neural network, phase-field model, ferroelectric microstructure evolution, propagation failure, energy dissipation, loss function

4.

Dear Editor,

Number of pages: 25 Posted: 12 Mar 2024
Jie Wang, Jin Wang, Lan Shang and Hua Wei
Zhejiang University - Department of Engineering Mechanics, Zhejiang University, Zhejiang Lab and Zhejiang University
Downloads 7 (1,313,696)

Abstract:

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Keywords: Rafting, Cracks, Phase field, Morphology evolution, Ni-based superalloys