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Bih Lii Chua on Muck Rack

Bih Lii Chua

As seen in: AIChE Journal, Nature
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Articles

Optimizing material and process parameters in laser engineered net shaping using liquid neural networks

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By Haijiang Tian, Ismail Saad, Tianshu Chen, Teng Gao, Bih Lii Chua, Houpin Yoong
| Nature Verified
Abstract This study introduces a physics-based Liquid Neural Network (LNN) framework for optimization of material and process parameters in Laser Engineered Net Shaping (LENS). The model combines neural differential equations with dynamic liquid weight mechanism, and enables adaptive learning under thermal stress. Physical constraints derived from Fourier law and thermo-mechanical relationships are introduced during training to improve physical interpretability and generalization.
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Carbonized sawdust based solar absorber in a solar still for seawater desalination

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By Zhipeng Wang, Advanced Materials, Peter Advent Stephen, Bih Lii Chua
| AIChE Journal Verified
CONFLICT OF INTEREST STATEMENT The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this article. REFERENCES 1 World Health Organization. Drinking-water. 2021 https://www.who.int/news-room/fact-sheets/detail/drinking-water. Accessed July 15, 2023 2 United Nations. The 17 Goals. https://sdgs.un.org/goals. Accessed July 15, 2023 3, .
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