Jeff Guo

Machine learning-aided generative molecular design

Yuanqi Du, Arian R. Jamasb, Jeff Guo et al. · Nature Machine Intelligence · 2024 · 112 citations · Full text

Engineering, Molecular Property, Computational Biology +5

Link-INVENT: generative linker design with reinforcement learning

Jeff Guo, Franziska Knuth, Christian Margreitter et al. · Digital Discovery · 2023 · 78 citations · Full text

Artificial Intelligence, Engineering, Molecular Biology +16

DockStream: a docking wrapper to enhance de novo molecular design

Jeff Guo, Jon Paul Janet, Matthias R. Bauer et al. · Journal of Cheminformatics · 2021 · 71 citations · Full text

Drug Target, Engineering, Molecular Biology +20

Improving de novo molecular design with curriculum learning

Jeff Guo, Vendy Fialková, Juan Diego Arango et al. · Nature Machine Intelligence · 2022 · 52 citations

Engineering, Computational Biology, Synthetic Biology +7

Sample efficient reinforcement learning with active learning for molecular design

Michael Dodds, Jeff Guo, Thomas Löhr et al. · Chemical Science · 2024 · 35 citations · Full text