Skip to content

Main Navigation

CABBI
  • About
    • Mission & Vision
    • Who We Are
    • Facilities & Field Sites
    • Governance & Advisory Boards
    • News
    • Career Opportunities
    • Contact Us
  • Research
    • Overview
    • Feedstock Production
    • Conversion
    • Sustainability
    • CABBI Models
    • Resources for CABBI Members
  • Publications/Data
    • Research Publications
    • Research Data
    • CABBI Data Hub
    • CABBI Field Sites
    • Google Scholar Profile
    • BRC Data Sharing Portal
  • Outreach
    • Overview
    • RISE: Summer Internships
    • Pollen Power
    • CABBI Colloquia
    • Bioenergy 101
    • CABBI ABCs
  • Industry
    • Overview
    • Ways to Partner
    • Technologies
  • People
    • Directory
    • Senior Leadership
    • Staff
    • Alumni

AI/ML

Harnessing Generative AI to Expand the Mitochondrial Targeting Toolkit

Type: News

Themes: Conversion

Keywords: AI/ML, Metabolic Engineering, News

Design of Diverse, Functional Mitochondrial Targeting Sequences Across Eukaryotic Organisms using Variational Autoencoder

Type: Publication

Themes: Conversion, Feedstock Production

Keywords: AI/ML, Metabolic Engineering, Proteomics

New Approach Makes AI Adaptable for Computer Vision in Crop Breeding

Type: News

Themes: Feedstock Production

Keywords: AI/ML, Miscanthus, News, Perennial Bioenergy Grasses, Phenotyping

Breaking the Barrier of Human-annotated Training Data for Machine Learning-aided Plant Research using Aerial Imagery

Type: Publication

Themes: Feedstock Production

Keywords: AI/ML, Field Data, Miscanthus, Phenotyping, Remote Sensing

Breaking the Barrier of Human-Annotated Training Data for Machine-Learning-Aided Plant Research Using Aerial Imagery

Type: Dataset

Themes: Feedstock Production

Keywords: AI/ML, Miscanthus, Modeling

Stomata: Custodians of Leaf Gaseous Exchange

Type: Publication

Themes: Feedstock Production

Keywords: AI/ML, Photosynthesis, Stomata, Water Use Efficiency

Machine Learning-enabled Computer Vision for Plant Phenotyping: A Primer on AI/ML and Case Study on Stomatal Patterning

Type: Publication

Themes: Feedstock Production

Keywords: AI/ML, Phenotyping, Stomata

A Win for Interdisciplinary Training: CABBI Undergrad Takes Home ASPB Hackathon Award

Type: News

Themes: Feedstock Production

Keywords: AI/ML, Genetics, Modeling, News

SCIMON: Scientific Inspiration Machines Optimized for Novelty

Type: Publication

Themes: Conversion

Keywords: AI/ML

Enabling Pathway Design by Multiplex Experimentation and Machine Learning

Type: Publication

Themes: Conversion

Keywords: AI/ML

FUN-PROSE: A Deep Learning Approach to Predict Condition-Specific Gene Expression in Fungi

Type: Publication

Themes: Conversion

Keywords: AI/ML

In vitro Continuous Protein Evolution Empowered by Machine Learning and Automation

Type: Publication

Themes: Conversion

Keywords: AI/ML

Deep Convolutional Neural Networks Exploit High-Spatial- and -Temporal-Resolution Aerial Imagery to Phenotype Key Traits in Miscanthus

Type: Publication

Themes: Feedstock Production

Keywords: AI/ML, Geospatial, Remote Sensing

PlasmidMaker is a Versatile, Automated, and High Throughput End-to-End Platform for Plasmid Construction

Type: Publication

Themes: Conversion

Keywords: AI/ML, Transcriptomics

TriGORank: A Gene Ontology Enriched Learning-to-Rank Framework for Trigenic Fitness Prediction

Type: Publication

Themes: Conversion

Keywords: AI/ML

Posts navigation

  • 1
  • 2
  • »
CABBI
Department of Energy

Quick Links

  • Research
  • Publications
  • Datasets
  • Outreach
  • Industry
  • People

Contact

1206 W. Gregory Drive (IGB)
Urbana, IL 61801
(217) 265-4228
cabbi-bio@illinois.edu

© 2025 Center for Advanced Bioenergy and Bioproducts Innovation | Site designed by Surface 51