Machine learning-enabled constrained multi-objective design of architected materials
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DOI: 10.1038/s41467-023-42415-y
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- Miao Zhong & Kevin Tran & Yimeng Min & Chuanhao Wang & Ziyun Wang & Cao-Thang Dinh & Phil De Luna & Zongqian Yu & Armin Sedighian Rasouli & Peter Brodersen & Song Sun & Oleksandr Voznyy & Chih-Shan Ta, 2020. "Accelerated discovery of CO2 electrocatalysts using active machine learning," Nature, Nature, vol. 581(7807), pages 178-183, May.
- Minh-Son Pham & Chen Liu & Iain Todd & Jedsada Lertthanasarn, 2019. "Damage-tolerant architected materials inspired by crystal microstructure," Nature, Nature, vol. 565(7739), pages 305-311, January.
- Hongtao Yang & Bo Jia & Zechuan Zhang & Xinhua Qu & Guannan Li & Wenjiao Lin & Donghui Zhu & Kerong Dai & Yufeng Zheng, 2020. "Alloying design of biodegradable zinc as promising bone implants for load-bearing applications," Nature Communications, Nature, vol. 11(1), pages 1-16, December.
- Minh-Son Pham & Chen Liu & Iain Todd & Jedsada Lertthanasarn, 2019. "Publisher Correction: Damage-tolerant architected materials inspired by crystal microstructure," Nature, Nature, vol. 567(7748), pages 14-14, March.
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