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Michael Jeffrey Volk
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Biosystems design by machine learning
MJ Volk, I Lourentzou, S Mishra, LT Vo, C Zhai, H Zhao
ACS synthetic biology 9 (7), 1514-1533, 2020
912020
Metabolic engineering: methodologies and applications
MJ Volk, VG Tran, SI Tan, S Mishra, Z Fatma, A Boob, H Li, P Xue, ...
Chemical reviews 123 (9), 5521-5570, 2022
382022
Machine learning-enabled retrobiosynthesis of molecules
T Yu, AG Boob, MJ Volk, X Liu, H Cui, H Zhao
Nature Catalysis 6 (2), 137-151, 2023
342023
Biosystems design by machine learning. ACS Synth. Biol. 9, 1514–1533
MJ Volk, I Lourentzou, S Mishra, LT Vo, C Zhai, H Zhao
102020
Design and application of a kinetic model of lipid metabolism in Saccharomyces cerevisiae
S Mishra, Z Wang, MJ Volk, H Zhao
Metabolic Engineering 75, 12-18, 2023
82023
Contrasting community assembly forces drive microbial structural and potential functional responses to precipitation in an incipient soil system
A Sengupta, THM Volkmann, RE Danczak, JC Stegen, K Dontsova, ...
Frontiers in Microbiology 12, 754698, 2021
62021
A Generative Model of S. Cerevisiae for the Design of Multiplexed knockout Mutants
M Volk, H Zhao
2023 AIChE Annual Meeting, 2023
2023
Developing a Machine Learning Model for Fitness Prediction in Multiplex Knockout S. Cerevisiae mutants
M Volk, H Zhao
2022 AIChE Annual Meeting, 2022
2022
TriGORank: A Gene Ontology Enriched Learning-to-Rank Framework for Trigenic Fitness Prediction
S Labhishetty, I Lourentzou, MJ Volk, S Mishra, H Zhao, C Zhai
2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2021
2021
HIGH EFFICIENCY BREWERY-DISTILLERY HYBRID
MJ Volk
The University of Arizona., 2018
2018
Carbon and nitrogen accumulation and fluxes on Landscape Evolution Observatory (LEO) slopes
K Dontsova, M Volk, C Webb, E Hunt, MM Tfaily, JLM Van Haren, ...
AGU Fall Meeting Abstracts 2017, B43A-2114, 2017
2017
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