Article
Critical Assessment of Protein Engineering (CAPE): A Student Challenge on the Cloud.
ACS synthetic biology - 15 Nov 2024
Fu Lihao, Gao Yuan, Chen Yongcan, Wang Yanjing, Fang Xiaoting, Tian Shujun, Dong Hao, Zhang Yijian, Chen Zichuan, Wang Zechen, Hu Shantong, Yi Xiao, Si Tong
Abstract excerpt
The success of AlphaFold in protein structure prediction highlights the power of data-driven approaches in scientific research. However, developing machine learning models to design and engineer proteins with desirable functions is hampered by limited access to high-quality data sets and experimental feedback. The Critical Assessment of Protein Engineering (CAPE) challenge addresses these issues through a...
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