Garrett W. Roell

Generative Artificial Intelligence GPT-4 Accelerates Knowledge Mining and Machine Learning for Synthetic Biology

Zhengyang Xiao, Wenyu Li, Hannah Moon et al. · ACS Synthetic Biology · 2023 · 60 citations

Computing, Bioengineering, Biological Engineering +9

A concerted systems biology analysis of phenol metabolism in Rhodococcus opacus PD630

Garrett W. Roell, Rhiannon Carr, Tayte Campbell et al. · Metabolic Engineering · 2019 · 54 citations · Full text

Life Sciences, Microbiology, Systems Biology +10

Elucidation of triacylglycerol catabolism in Yarrowia lipolytica: How cells balance acetyl-CoA and excess reducing equivalents

Alyssa M. Worland, Zhenlin Han, Jessica Maruwan et al. · Metabolic Engineering · 2024 · 22 citations

Life Sciences, Biochemistry, Cell Biology +14

A comparative evaluation of machine learning algorithms for predicting syngas fermentation outcomes

Garrett W. Roell, Ashik Sathish, Ni Wan et al. · Biochemical Engineering Journal · 2022 · 19 citations

Computing, Chemical Engineering, Computer Science +15

A High-Quality Genome-Scale Model for <i>Rhodococcus opacus</i> Metabolism

Garrett W. Roell, Christina Schenk, Winston Anthony et al. · ACS Synthetic Biology · 2023 · 12 citations · Full text

Life Sciences, Biology, Microbiology +15