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Ying-Jin Yuan

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Sep 2026

Genomic Analysis Reveals Distinct Strategies for Hydrocarbon Degradation and Salt Adaptation in Two Screened Halotolerant Bacteria

Petroleum hydrocarbon contamination in saline-alkali environments poses a significant challenge for efficient bioremediation due to the inhibitory effects of high salinity on microbial activity. In this study, two halotolerant hydrocarbon-degrading strains were isolated from petroleum-contaminated saline-alkali soil...

Xiao-Qian Zhu, Xiang-Ru Wang, Shan-Shan Wang et al. · 0 citations
Open access Aug 2026

Rank-guided learning accelerates automated enzyme engineering

Enzyme catalysis has become a cornerstone of modern synthesis, offering sustainable routes to structurally complex molecules. However, the rugged fitness landscape and limited model capacity to learn from sparse data constrain the development of biocatalysts. Here, we present Rank-guided Exploration for Automated enzym...

Jingyi Xu, Yan Zheng, Rajamanikandan Sundarraj et al. · 1 citation

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