Peichen Pan

机构：Zhejiang University · ORCID：0000-0003-1152-7759

发表论文 106 篇 · 总被引 4523 次 · h-index 33

代表论文

• Discovery of antimicrobial peptides with notable antibacterial potency by an LLM-based foundation model (2025 · Science Advances · 被引 91)
• Deep Lead Optimization: Leveraging Generative AI for Structural Modification (2024 · Journal of the American Chemical Society · 被引 48)
• CovalentInDB 2.0: an updated comprehensive database for structure-based and ligand-based covalent inhibitor design and screening (2024 · Nucleic Acids Research · 被引 30)
• ClickGen: Directed exploration of synthesizable chemical space via modular reactions and reinforcement learning (2024 · Nature Communications · 被引 28)
• Deep lead optimization enveloped in protein pocket and its application in designing potent and selective ligands targeting LTK protein (2025 · Nature Machine Intelligence · 被引 25)
• ADMET evaluation in drug discovery: 21. Application and industrial validation of machine learning algorithms for Caco-2 permeability prediction (2025 · Journal of Cheminformatics · 被引 19)