Skip to main content
Logo
Logo Logo

Header Utility Nav

  • Mission
  • Science Programs
  • Who We Are
  • Data Policy & Support
  • Contact

Main navigation

  • Analyze Data
    • JGI Portals
      All the data we generate are publicly available
    • Data Ecosystem
      Meet our data partners
    • How to Use Our Systems
      Learn more about navigating JGI portals
  • Work With Us
    • User Programs
      Learn more about our proposal calls
    • Offerings & Capabilities
      Learn how the JGI can advance your science
    • Educational Partnerships
      Empowering the next generation of researchers
    • Events
      JGI-hosted meetings, seminars, workshops and more
  • User Stories
    • Science Stories
      Read about JGI-enabled user research
    • Genome Insider
      Our podcast features users discovering the expertise encoded in our environment
    • Announcements
      The latest news on new users, projects and JGI scientists
    • Publications
      Search user publications by year, program and proposal type
    • Approved Proposals
      Find a list of previously-accepted proposals

Main navigation

  • Analyze Data
    • Menu
    • JGI Portals
      All the data we generate are publicly available
    • Data Ecosystem
      Meet our data partners
    • How to Use Our Systems
      Learn more about navigating JGI portals
  • Work With Us
    • Menu
    • User Programs
      Learn more about our proposal calls
      • CSP Overview
      • FICUS Overview
      • Special Initiatives & Programs
      • Partnerships Development Team
    • Offerings & Capabilities
      Learn how the JGI can advance your science
      • Products
      • Sequencing
      • Synthesis
      • Metabolomics
    • Educational Partnerships
      Empowering the next generation of researchers
    • Events
      JGI-hosted meetings, seminars, workshops and more
  • User Stories
    • Menu
    • Science Stories
      Read about JGI-enabled user research
    • Genome Insider
      Our podcast features users discovering the expertise encoded in our environment
    • Announcements
      The latest news on new users, projects and JGI scientists
    • Publications
      Search user publications by year, program and proposal type
    • Approved Proposals
      Find a list of previously-accepted proposals

Header Utility Nav

  • Mission
  • Science Programs
    • Menu
    • DNA Synthesis Program
    • Fungal & Algal Program
    • Metabolomics Program
    • Metagenome Program
    • Microbial Program
    • Plant Program
    • Secondary Metabolites Program
  • Who We Are
    • Menu
    • Leadership
    • Program & Platform Leads
      • Environmental Genomics
      • IMG Group
      • Metabolomics Technology
      • Micro-Scale Applications
      • Microbiome Data Science
      • New Lineages of Life
      • Plant Microbial Interactions
      • Single Cell Research
      • Strain Engineering
      • Synthetic Biology Informatics
      • Synthetic Biology Lab
      • User Support Analysis
      • Viral Genomics Group
    • Committees
      • JGI User Executive Committee
      • Scientific Advisory Committee
      • DNA Synthesis Science User Advisory Committee
      • Fungal & Algal Program User Advisory Committee
      • Informatics Advisory Committee
      • Plant Program User Advisory Committee
      • Prokaryote Program User Advisory Committee
      • Secondary Metabolites Advisory Committee
  • Data Policy & Support
    • Menu
    • Project Management Office
    • Data Policy
  • Contact

Error message

The page you requested does not exist. For your convenience, a search was performed using the query publication enzymclass substrate specificity prediction tool of plant acyl acp thioesterases based on ensemble learning 2.

Breadcrumb

  1. Home
  2. Search

Search

Results


Plant Program
… behind phenotypic evolution. It also utilizes advanced tools, including deep learning algorithms for gene … folding models, to improve the accuracy of functional predictions and speed up genome analysis. Additionally, the … the ability to discover syntenic orthologs, generate publication quality graphics and explore pangenome views of …
Learn more
Publication Policy
The JGI has a strong interest in seeing that the data produced by the facility result in scientific publications. JGI users and collaborators have the right to … (see Auspice Statement below) for the generation of sequence or metabolomic data, DNA synthesized, and any …
Learn more
Natural Prodcast Episode 23: Aaron Puri
… that can trick an enzyme into thinking that that’s its substrate. And then when the enzyme tries to turn it over … that structural diversity it encodes for communication specificity. So it’s important to be able to tell what … up on previous Natural Prodcast episodes  here . Show Notes Publication: Suo Z et al. A Mesorhizobium japonicum quorum …
Learn more
Secondary Metabolites Program
… support users, our efforts include developing computational tools for predicting biosynthetic gene clusters (BGCs), … BGCs that alleviate the constraints of cells and allow for substrates to be directed towards secondary metabolite … their binding sites across multiple genomes. Computational prediction of heterologous expressability: We are developing …
Learn more
EnZymClass: Substrate specificity prediction tool of plant acyl-ACP thioesterases based on ensemble learning
Learn more
Publications
Learn more
Partnerships: Adopt-A-Genome
… faculty will work with undergraduates in the analysis and publication of the claimed genome sequences. This opportunity, provided … insights from sequence data, employing IMG data and tools for comparative analysis, visualization and …
Learn more
Natural Prodcast Episode 10: A Primer on Genome Mining
… and how we do it here and maybe give an example of a recent publication. ALISON TAKEMURA: Awesome. Yeah, let’s dive in, … We compare those sequences with our sequence. The premier tool for that these days, the one that pretty much everybody … form is not an easy task at all. So you can make all the predictions in the world that you want, but until you have …
Learn more
Metabolomics Program
The JGI’s Metabolomics Program works to uncover the roles of small molecules in biological systems, linking them with … of energy and nutrient exchange, as well as microbial and plant responses to environmental changes. With advanced mass spectrometry techniques and computational tools, the program supports foundational research related to …
Learn more
Natural Prodcast Episode 17: Cassandra Quave
Prodcast episode 17. The guest we have this week is Professor Cassandra Quave from Emory University, with joint … I think on COVID that we’re getting ready to submit for publication and have found some interesting hits for that as … get a DNA sequence first. And there are plenty of software tools to find natural product gene clusters, and even be …
Learn more
Products
DNA synthesis and pathway engineering Mass spectrometry based metabolomics Below is a table of standard product offerings, including a description of … contigs. Assembly, annotation ( IMG ) Depends on project Plant and Algal Standard Draft Whole genome shotgun …
Learn more
Natural Prodcast Episode 22: Alison Narayan
… the same in the Venn diagram. DAN UDWARY: Do you need less specificity to be a broadly useful biocatalyst? Is that the … they’re making. And you want to have good binding to your substrate and high turnovers. But if you have those things, … work with in the lab. That’s something– ancestral protein prediction, reconstruction is a whole field. There’s a lot …
Learn more

Pagination

  • Page 1
  • Page 2
  • Page 3
  • Page 4
  • Page 5
  • Page 6
  • Page 7
  • Page 8
  • Page 9
  • …
  • Next page ››
  • Last page Last »
Logo
  • LinkedIn
  • X
  • Bluesky
  • Youtube
Subscribe to our Newslettermail icon

JGI Footer

  • About
  • Contact
  • Careers
  • Media

Analyze Data Footer

  • Analyze Data
  • JGI Portals
  • Data Ecosystem
  • How to Use Our Systems

Work With Us Footer

  • Work With Us
  • User Programs
  • Offerings & Capabilities
  • Educational Partnerships
  • Events

User Science Footer

  • User Stories
  • Science Stories
  • Genome Insider
  • Announcements
  • Publications
  • Approved Proposals
© 1997-2025 The Regents of the University of California

JGI Footer Utility

  • Disclaimer
  • Accessibility / Section 508 Statement
  • Archives
  • Site Feedback
Logo

Berkeley Footer

  • Contact
  • Visit Us
  • Subscribe
  • X
  • LinkedIn
  • Instagram
  • Facebook
  • Youtube
Logo
Lawrence Berkeley National Laboratory is a U.S. DOE Office of Science
national laboratory managed by the University of California.

Berkeley Footer Utility

  • Staff Directory
  • For Employees
  • Emergency Status
  • Privacy & Security Notice
  • Site Feedback