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Author Details

Hector Garcia Martin
Lawrence Berkeley National Laboratory
2002
58
32
PMIDPaper TitleJournal TitlePublished Year
36416273ClusterCAD 2.0: an updated computational platform for chimeric type I polyketide synthase and nonribosomal peptide synthetase design.Nucleic Acids Res2023
37948450BayFlux: A Bayesian method to quantify metabolic Fluxes and their uncertainty at the genome scale.PLoS Comput Biol2023
37186551A High-Quality Genome-Scale Model for <i>Rhodococcus opacus</i> Metabolism.ACS Synth Biol2023
36603501Perspectives for self-driving labs in synthetic biology.Curr Opin Biotechnol2023
35359611Scalable and automated CRISPR-based strain engineering using droplet microfluidics.Microsyst Nanoeng2022
35857932MACAW: An Accessible Tool for Molecular Embedding and Inverse Molecular Design.J Chem Inf Model2022
33221420Machine learning for metabolic engineering: A review.Metab Eng2021
33634086Multiomics Data Collection, Visualization, and Utilization for Guiding Metabolic Engineering.Front Bioeng Biotechnol2021
34172951Microbial production of advanced biofuels.Nat Rev Microbiol2021
32412752Chemoinformatic-Guided Engineering of Polyketide Synthases.J Am Chem Soc2020
31841635Identification, Characterization, and Application of a Highly Sensitive Lactam Biosensor from <i>Pseudomonas putida</i>.ACS Synth Biol2020
32978375Combining mechanistic and machine learning models for predictive engineering and optimization of tryptophan metabolism.Nat Commun2020
32978379A machine learning Automated Recommendation Tool for synthetic biology.Nat Commun2020
30645629Machine learning framework for assessment of microbial factory performance.PLoS One2019
31271774A concerted systems biology analysis of phenol metabolism in Rhodococcus opacus PD630.Metab Eng2019
31436101Automated "Cells-To-Peptides" Sample Preparation Workflow for High-Throughput, Quantitative Proteomic Assays of Microbes.J Proteome Res2019
31319671Opportunities at the Intersection of Synthetic Biology, Machine Learning, and Automation.ACS Synth Biol2019
31548653Common principles and best practices for engineering microbiomes.Nat Rev Microbiol2019
31518500Robust Characterization of Two Distinct Glutarate Sensing Transcription Factors of <i>Pseudomonas putida</i> l-Lysine Metabolism.ACS Synth Biol2019
31072100Lessons from Two Design-Build-Test-Learn Cycles of Dodecanol Production in Escherichia coli Aided by Machine Learning.ACS Synth Biol2019
31115703Structural insights into dehydratase substrate selection for the borrelidin and fluvirucin polyketide synthases.J Ind Microbiol Biotechnol2019
30421239Genome-Scale <sup>13</sup>C Fluxomics Modeling for Metabolic Engineering of Saccharomyces cerevisiae.Methods Mol Biol2019
29040649ClusterCAD: a computational platform for type I modular polyketide synthase design.Nucleic Acids Res2018
29872542A machine learning approach to predict metabolic pathway dynamics from time-series multiomics data.NPJ Syst Biol Appl2018
30351913Parallel Integration and Chromosomal Expansion of Metabolic Pathways.ACS Synth Biol2018
29729378Leveraging knowledge engineering and machine learning for microbial bio-manufacturing.Biotechnol Adv2018
29559655Industrial brewing yeast engineered for the production of primary flavor determinants in hopped beer.Nat Commun2018
29300340Constraining Genome-Scale Models to Represent the Bow Tie Structure of Metabolism for <sup>13</sup>C Metabolic Flux Analysis.Metabolites2018
29170969Two-Scale <sup>13</sup>C Metabolic Flux Analysis for Metabolic Engineering.Methods Mol Biol2018
28606738Engineering high-level production of fatty alcohols by Saccharomyces cerevisiae from lignocellulosic feedstocks.Metab Eng2017
28381205The JBEI quantitative metabolic modeling library (jQMM): a python library for modeling microbial metabolism.BMC Bioinformatics2017
28420344Erratum to: The JBEI quantitative metabolic modeling library (jQMM): a python library for modeling microbial metabolism.BMC Bioinformatics2017
28596955Flux-Enabled Exploration of the Role of Sip1 in Galactose Yeast Metabolism.Front Bioeng Biotechnol2017
28826210The Experiment Data Depot: A Web-Based Software Tool for Biological Experimental Data Storage, Sharing, and Visualization.ACS Synth Biol2017
27211860Characterizing Strain Variation in Engineered E. coli Using a Multi-Omics-Based Workflow.Cell Syst2016
28725470Synthetic and systems biology for microbial production of commodity chemicals.NPJ Syst Biol Appl2016
27766116Examining <i>Escherichia coli</i> glycolytic pathways, catabolite repression, and metabolite channeling using ο<i>pfk</i> mutants.Biotechnol Biofuels2016
27761435<sup>13</sup>C Metabolic Flux Analysis for Systematic Metabolic Engineering of <i>S. cerevisiae</i> for Overproduction of Fatty Acids.Front Bioeng Biotechnol2016
25554074Principal component analysis of proteomics (PCAP) as a tool to direct metabolic engineering.Metab Eng2015
26379153A Method to Constrain Genome-Scale Models with 13C Labeling Data.PLoS Comput Biol2015
24679043Microbial synthesis of pinene.ACS Synth Biol2014
25188426A peptide-based method for 13C Metabolic Flux Analysis in microbial communities.PLoS Comput Biol2014
23667235HipA-triggered growth arrest and β-lactam tolerance in Escherichia coli are mediated by RelA-dependent ppGpp synthesis.J Bacteriol2013
19899123Study of stationary phase metabolism via isotopomer analysis of amino acids from an isolated protein.Biotechnol Prog2010
20148930Metatranscriptomic array analysis of 'Candidatus Accumulibacter phosphatis'-enriched enhanced biological phosphorus removal sludge.Environ Microbiol2010
19031428Metabolic flux analysis of Shewanella spp. reveals evolutionary robustness in central carbon metabolism.Biotechnol Bioeng2009
19610125Invariability of central metabolic flux distribution in Shewanella oneidensis MR-1 under environmental or genetic perturbations.Biotechnol Prog2009
19025966Advances in analysis of microbial metabolic fluxes via (13)C isotopic labeling.Mass Spectrom Rev2009
18077539A bacterial metapopulation adapts locally to phage predation despite global dispersal.Genome Res2008
17179938Accurate phylogenetic classification of variable-length DNA fragments.Nat Methods2007
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Collaborators

University of California berkeley
Co-authored papers 31
Joint BioEnergy Institute
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Lawrence Berkeley National Laboratory
Co-authored papers 11
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Co-authored papers 10
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Computational Biology of Infection Research, Helmholtz Centre for Infection Research
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Co-authored papers 3
US Department of Energy Joint Genome Institute, Lawrence Berkeley National Laboratory
Co-authored papers 2
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Lawrence Berkeley National Laboratory, United States University of California davis
Co-authored papers 2
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Novo Nordisk Foundation Center for Protein Research, University of Copenhagen
Co-authored papers 2
Joint BioEnergy Institute
Co-authored papers 2
Argonne National Laboratory
Co-authored papers 1
Iowa State University
Co-authored papers 1
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Lawrence Berkeley National Laboratory
Co-authored papers 1
Joint BioEnergy Institute, Lawrence Berkeley National Laboratory
Co-authored papers 1
Redwood Center for Theoretical Neuroscience, UC Berkeley.
Co-authored papers 1
Lawrence Berkeley National Laboratory
Co-authored papers 1
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University of California San Diego
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Joint BioEnergy Institute, USA Lawrence Livermore National Laboratory
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