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Héctor García Martín

Pacific Northwest National Laboratory

37H-index
1.3KPaper Count
7.1KCitation Count
Published Papers 50
Publication Date
Automation and machine learning drive rapid optimization of isoprenol production in Pseudomonas putida
err2025-12-13
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errDavid N. Carruthers; Patrick C. Kinnunen; Yuerong Li; Yan Chen; Jennifer W. Gin; Ian S. Yunus; William R. Galliard; Stephen Tan; Tijana Radivojevic; Paul D. Adams; Anup K. Singh; Jess Sustarich; Christopher J. Petzold; Aindrila Mukhopadhyay; Hector Garcia Martin; Taek Soon Lee
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Predictive CRISPR-mediated gene downregulation for enhanced production of sustainable aviation fuel precursor in Pseudomonas putida
err2025-11-06
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errIan S. Yunus; David N. Carruthers; Yan Chen; Jennifer W. Gin; Edward E.K. Baidoo; Christopher J. Petzold; Hector G. Martin; Paul D. Adams; Aindrila Mukhopadhyay; Taek Soon Lee
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FluxRETAP: a REaction TArget Prioritization genome-scale modeling technique for selecting genetic targets
err2025-09-01
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errOAAI
errCzajka, Jeffrey J.; Kim, Joonhoon; Tang, Yinjie J.; Pomraning, Kyle R.; Mukhopadhyay, Aindrila; Martin, Hector Garcia
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Can protein expression be ‘solved’?
err2025-06-02
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errOAAI
errCatherine Baranowski; Hector Garcia Martin; Diego A. Oyarzún; Aviv Spinner; Bijoy Desai; Christopher J. Petzold; Evangelos-Marios Nikolados; Sebastian Jaaks-Kraatz; Aljaž Gaber; Robert J. Chalkley; Devin Scannell; Rachel Sevey; Michael C. Jewett; Peter J. Kelly; Erika A. DeBenedictis
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Guide RNA structure design enables combinatorial CRISPRa programs for biosynthetic profiling
err2024-07-27
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errFontana, Jason; Sparkman-Yager, David; Faulkner, Ian; Cardiff, Ryan; Kiattisewee, Cholpisit; Walls, Aria; Primo, Tommy G.; Kinnunen, Patrick C.; Garcia Martin, Hector; Zalatan, Jesse G.; Carothers, James M.
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Special Issue on Artificial Intelligence for Synthetic Biology
err2024-01-12
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errMartin, Hector Garcia; Mazurenko, Stanislav; Zhao, Huimin
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A High-Quality Genome-Scale Model for Rhodococcus opacus Metabolism
err2023-05-15
err8
errOAAI
errRoell, Garrett W.; Schenk, Christina; Anthony, Winston E.; Carr, Rhiannon R.; Ponukumati, Aditya; Kim, Joonhoon; Akhmatskaya, Elena; Foston, Marcus; Dantas, Gautam; Moon, Tae Seok; Tang, Yinjie J.; Martin, Hector Garcia
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Multilevel diffractive lens in the MWIR with extended depth-of-focus and wide field-of-view
err2023-04-24
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errHayward, Tina M.; Qadri, Syed N.; Brimhall, Nicole; Santiago, Freddie; Christophersen, Marc; Dunay, Christopher; Espinola, Richard L.; Martin, Hector; Cheung, C. C. (Teddy); Menon, Rajesh
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Biological research and self-driving labs in deep space supported by artificial intelligence
err2023-03-23
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errOAAI
errSanders, Lauren M.; Scott, Ryan T.; Yang, Jason H.; Qutub, Amina Ann; Garcia Martin, Hector; Berrios, Daniel C.; Hastings, Jaden J. A.; Rask, Jon; Mackintosh, Graham; Hoarfrost, Adrienne L.; Chalk, Stuart; Kalantari, John; Khezeli, Kia; Antonsen, Erik L.; Babdor, Joel; Barker, Richard; Baranzini, Sergio E.; Beheshti, Afshin; Delgado-Aparicio, Guillermo M.; Glicksberg, Benjamin S.; Greene, Casey S.; Haendel, Melissa; Hamid, Arif A.; Heller, Philip; Jamieson, Daniel; Jarvis, Katelyn J.; Komarova, Svetlana V.; Komorowski, Matthieu; Kothiyal, Prachi; Mahabal, Ashish; Manor, Uri; Mason, Christopher E.; Matar, Mona; Mias, George I.; Miller, Jack; Myers Jr, Jerry G.; Nelson, Charlotte; Oribello, Jonathan; Park, Seung-min; Parsons-Wingerter, Patricia; Prabhu, R. K.; Reynolds, Robert J.; Saravia-Butler, Amanda; Saria, Suchi; Sawyer, Aenor; Singh, Nitin Kumar; Snyder, Michael; Soboczenski, Frank; Soman, Karthik; Theriot, Corey A.; Van Valen, David; Venkateswaran, Kasthuri; Warren, Liz; Worthey, Liz; Zitnik, Marinka; Costes, Sylvain V.
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Biomonitoring and precision health in deep space supported by artificial intelligence
err2023-03-23
err14
errOAAI
errScott, Ryan T.; Sanders, Lauren M.; Antonsen, Erik L.; Hastings, Jaden J. A.; Park, Seung-min; Mackintosh, Graham; Reynolds, Robert J.; Hoarfrost, Adrienne L.; Sawyer, Aenor; Greene, Casey S.; Glicksberg, Benjamin S.; Theriot, Corey A.; Berrios, Daniel C.; Miller, Jack; Babdor, Joel; Barker, Richard; Baranzini, Sergio E.; Beheshti, Afshin; Chalk, Stuart; Delgado-Aparicio, Guillermo M.; Haendel, Melissa; Hamid, Arif A.; Heller, Philip; Jamieson, Daniel; Jarvis, Katelyn J.; Kalantari, John; Khezeli, Kia; Komarova, Svetlana V.; Komorowski, Matthieu; Kothiyal, Prachi; Mahabal, Ashish; Manor, Uri; Martin, Hector Garcia; Mason, Christopher E.; Matar, Mona; Mias, George I.; Myers Jr, Jerry G.; Nelson, Charlotte; Oribello, Jonathan; Parsons-Wingerter, Patricia; Prabhu, R. K.; Qutub, Amina Ann; Rask, Jon; Saravia-Butler, Amanda; Saria, Suchi; Singh, Nitin Kumar; Snyder, Michael; Soboczenski, Frank; Soman, Karthik; Van Valen, David; Venkateswaran, Kasthuri; Warren, Liz; Worthey, Liz; Yang, Jason H.; Zitnik, Marinka; Costes, Sylvain V.
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Perspectives for self-driving labs in synthetic biology
err2023-02-01
err32
errOAAI
errMartin, Hector G.; Radivojevic, Tijana; Zucker, Jeremy; Bouchard, Kristofer; Sustarich, Jess; Peisert, Sean; Arnold, Dan; Hillson, Nathan; Babnigg, Gyorgy; Marti, Jose M.; Mungall, Christopher J.; Beckham, Gregg; Waldburger, Lucas; Carothers, James; Sundaram, ShivShankar; Agarwal, Deb; Simmons, Blake A.; Backman, Tyler; Banerjee, Deepanwita; Tanjore, Deepti; Ramakrishnan, Lavanya; Singh, Anup
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ClusterCAD 2.0: an updated computational platform for chimeric type I polyketide synthase and nonribosomal peptide synthetase design
err2022-11-23
err8
errOAAI
errTao, Xavier B.; LaFrance, Sarah; Xing, Yifei; Nava, Alberto A.; Martin, Hector Garcia; Keasling, Jay D.; Backman, Tyler W. H.
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MACAW: An Accessible Tool for Molecular Embedding and Inverse Molecular Design
err2022-07-20
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errBlay, Vincent; Radivojevic, Tijana; Allen, Jonathan E.; Hudson, Corey M.; Martin, Hector Garcia
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Artificial Intelligence for Synthetic Biology
err2022-04-25
err16
errOAAI
errEslami, Mohammed; Adler, Aaron; Caceres, Rajmonda S.; Dunn, Joshua G.; Kelley-Loughnane, Nancy; Varaljay, Vanessa A.; Martin, Hector Garcia
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Scalable and automated CRISPR-based strain engineering using droplet microfluidics
err2022-03-15
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errIwai, Kosuke; Wehrs, Maren; Garber, Megan; Sustarich, Jess; Washburn, Lauren; Costello, Zachary; Kim, Peter W.; Ando, David; Gaillard, William R.; Hillson, Nathan J.; Adams, Paul D.; Mukhopadhyay, Aindrila; Martin, Hector Garcia; Singh, Anup K.
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Microbial production of advanced biofuels
err2021-06-25
err146
errOAAI
errKeasling, Jay; Martin, Hector Garcia; Lee, Taek Soon; Mukhopadhyay, Aindrila; Singer, Steven W.; Sundstrom, Eric
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Machine learning for metabolic engineering: A review
err2021-01-01
err143
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errLawson, Christopher E.; Marti, Jose Manuel; Radivojevic, Tijana; Jonnalagadda, Sai Vamshi R.; Gentz, Reinhard; Hillson, Nathan J.; Peisert, Sean; Kim, Joonhoon; Simmons, Blake A.; Petzold, Christopher J.; Singer, Steven W.; Mukhopadhyay, Aindrila; Tanjore, Deepti; Dunn, Joshua G.; Martin, Hector Garcia
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A machine learning Automated Recommendation Tool for synthetic biology
err2020-09-25
err147
errOAAI
errRadivojevic, Tijana; Costello, Zak; Workman, Kenneth; Martin, Hector Garcia
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Combining mechanistic and machine learning models for predictive engineering and optimization of tryptophan metabolism
err2020-09-25
err142
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errZhang, Jie; Petersen, Soren D.; Radivojevic, Tijana; Ramirez, Andres; Perez-Manriquez, Andres; Abeliuk, Eduardo; Sanchez, Benjamin J.; Costello, Zak; Chen, Yu; Fero, Michael J.; Martin, Hector Garcia; Nielsen, Jens; Keasling, Jay D.; Jensen, Michael K.
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Chemoinformatic-Guided Engineering of Polyketide Synthases
err2020-05-15
err13
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errZargar, Amin; Lal, Ravi; Valencia, Luis; Wang, Jessica; Backman, Tyler William H.; Cruz-Morales, Pablo; Kothari, Ankita; Werts, Miranda; Wong, Andrew R.; Bailey, Constance B.; Loubat, Arthur; Liu, Yuzhong; Chen, Yan; Chang, Samantha; Benites, Veronica T.; Hernandez, Amanda C.; Barajas, Jesus F.; Thompson, Mitchell G.; Barcelos, Carolina; Anayah, Rasha; Garcia Martin, Hector; Mukhopadhyay, Aindrila; Petzold, Christopher J.; Baidoo, Edward E. K.; Katz, Leonard; Keasling, Jay D.
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