Statistics
Publications
9
Citations
473
H-Index
9
Active since
2021
Jeff Guo is an author at AstraZeneca (Sweden) specializing in chemical space exploration, drug design, and de novo drug design.
Publications per year
2021–2025
9
9
Machine learning-aided generative molecular design
Yuanqi Du, Arian R. Jamasb, Jeff Guo et al. · Nature Machine Intelligence · 2024 · 145 citations · Full text
Link-INVENT: generative linker design with reinforcement learning
Jeff Guo, Franziska Knuth, Christian Margreitter et al. · Digital Discovery · 2023 · 89 citations · Full text
DockStream: a docking wrapper to enhance de novo molecular design
Jeff Guo, Jon Paul Janet, Matthias R. Bauer et al. · Journal of Cheminformatics · 2021 · 79 citations · Full text
Improving de novo molecular design with curriculum learning
Jeff Guo, Vendy Fialková, Juan Diego Arango et al. · Nature Machine Intelligence · 2022 · 56 citations
Sample efficient reinforcement learning with active learning for molecular design
Michael Dodds, Jeff Guo, Thomas Löhr et al. · Chemical Science · 2024 · 42 citations · Full text
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