Xiaoying Jiang
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Discovery of TYR inhibitors from de novo molecular generation to dual-track lead optimization: “Competition” between AI and chemists
Abstract INTRODUCTION RESULTS DISCUSSION MATERIALS AND METHODS Acknowledgments Supplementary Materials REFERENCES Information & Authors Metrics & Citations View Options References Figures Tables Media Share Abstract This study introduces a unified framework combining artificial intelligence (AI)–directed de novo molecular generation with dual-track lead optimization—comprising expert-guided strategies and AI-driven pathways—to discover tyrosinase (TYR) inhibitors for hyperpigmentation disorders.
Towards green magnesium preparation using a recyclable argon plasma anode for continuous electrolysis in molten chlorides - Communications Chemistry
Abstract During the magnesium electrolysis process, graphite anodes are prone to consumption and fragmentation, disrupting normal operations and releasing greenhouse gases. In this study, we introduce a continuous, carbon-free approach to magnesium electrolysis using a stable argon plasma as the anode. The argon plasma anode operates via two distinct electrochemical stages: argon ionization at an average potential of 347.3 ± 95.3 V and chlorine evolution at 124.5 ± 9.0 V.
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