Jonathan M. Stokes

According to our database, Jonathan M. Stokes authored at least 5 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

AI-guided molecular design with recipes included.

Jeremie Alexander, Jonathan M. Stokes

Nat. Comput. Sci., January, 2026

2025

SyntheMol-RL Data.

Kyle Swanson, Gary Liu, Denise B. Catacutan, Stewart McLellan, Autumn Arnold, Megan Tu, Eric Brown, James Zou, Jonathan M. Stokes

Dataset, May, 2025

2024

Discovery of a structural class of antibiotics with explainable deep learning.

Felix Wong, Erica J. Zheng, Jacqueline A. Valeri, Nina M. Donghia, Melis N. Anahtar, Satotaka Omori, Alicia Li, Andres Cubillos-Ruiz, Aarti Krishnan, Wengong Jin, Abigail L. Manson, Jens Friedrichs, Ralf Helbig, Behnoush Hajian, Dawid K. Fiejtek, Florence F. Wagner, Holly H. Soutter, Ashlee M. Earl, Jonathan M. Stokes, Lars D. Renner, James J. Collins

Nat., February, 2024

Generative AI for designing and validating easily synthesizable and structurally novel antibiotics.

Kyle Swanson, Gary Liu, Denise B. Catacutan, Autumn Arnold, James Zou, Jonathan M. Stokes

Nat. Mac. Intell., 2024

2021

Deep learning identifies synergistic drug combinations for treating COVID-19.

Wengong Jin, Jonathan M. Stokes, Richard T. Eastman, Zina Itkin, Alexey V. Zakharov, James J. Collins, Tommi S. Jaakkola, Regina Barzilay

Proc. Natl. Acad. Sci. USA, 2021