人工智能药物设计的新方法研究及应用实践
职 称:副研究员
所属科室:新药开发研究室
导师类别:硕士生导师
联系方式:jie.william.xia@hotmail.com
所属重点实验室:天然药物活性物质与功能国家重点实验室
1. Lei Xu#; Yaling Wang#; Sangyu Hu; Yuzhu Pei; Chenliang Qian; Wenjie Xue; Gao Zhang; Song Wu; Xinxin Si; Xuming Deng; Jie Xia*; Jianfeng Wang*, Discovery of Metabolic Reprogramming 2-Quinolones as Effective Antimicrobials for MRSA-Infected Wound Therapy, Journal of Medicinal Chemistry, 2025, 68, 3004-3019.
2. Tao Shen, Jiale Guo, Zunsheng Han, Gao Zhang, Qingxin Liu, Xinxin Si, Dongmei Wang*, Song Wu*, Jie Xia*, AutoMolDesigner for Antibiotic Discovery: An AI-Based Open-Source Software for Automated Design of Small-Molecule Antibiotics, Journal of Chemical Information and Modeling, 2024, 64(3): 575-583
3. Tao Shen, Shan Li, Xiang Simon Wang, Dongmei Wang*, Song Wu*, Jie Xia*, Liangren Zhang, Deep reinforcement learning enables better bias control in benchmark for virtual screening, Computers in Biology and Medicine, 2024, 171, 108165.
4. Tong Qin#, Xuefeng Gao#, Lei Lei, Jing Feng, Wenxuan Zhang, Yuhua Hu, Zhufang Shen, Zhenming Liu, Yi Huan*, Song Wu*, Jie Xia*, Liangren Zhang, Machine learning- and structure-based discovery of a novel chemotype as FXR agonists for potential treatment of nonalcoholic fatty liver disease. European Journal of Medicinal Chemistry, 2023, 252: 115307.
5. Wenjie Xue, Xueyao Li, Guixing Ma, Hongmin Zhang, Ya Chen, Johannes Kirchmair, Jie Xia*, Song Wu*, N-Thiadiazole-4-Hydroxy-2-Quinolone-3-Carboxamides Bearing Heteroaromatic Rings as Novel Antibacterial Agents: Design, Synthesis, Biological Evaluation and Target Identification, European Journal of Medicinal Chemistry, 2020, 188:112022.