Deep learning-guided discovery of an antibiotic targeting Acinetobacter baumannii G Liu, DB Catacutan, K Rathod, K Swanson, W Jin, JC Mohammed, ... Nature Chemical Biology 19 (11), 1342-1350, 2023 | 211 | 2023 |
Generative AI for designing and validating easily synthesizable and structurally novel antibiotics K Swanson, G Liu, DB Catacutan, A Arnold, J Zou, JM Stokes Nature Machine Intelligence 6 (3), 338-353, 2024 | 74 | 2024 |
A brief guide to machine learning for antibiotic discovery G Liu, JM Stokes Current Opinion in Microbiology 69, 102190, 2022 | 23 | 2022 |
Applications of machine learning in microbial natural product drug discovery A Arnold, J Alexander, G Liu, JM Stokes Expert Opinion on Drug Discovery 18 (11), 1259-1272, 2023 | 10 | 2023 |
AI Methods for Antimicrobial Peptides: Progress and Challenges CA Brizuela, G Liu, JM Stokes, C de la Fuente‐Nunez Microbial Biotechnology 18 (1), e70072, 2025 | 1 | 2025 |
Explainable artificial intelligence evolves antimicrobial peptides J Alexander, G Liu, JM Stokes Nature Microbiology, 1-3, 2025 | | 2025 |