AI/ML

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, Automation, 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

Enhancing Lipid Production in Plant Cells through Automated High-Throughput Genome Engineering and Phenotyping

Type: Dataset

Themes: Conversion, Feedstock Production

Keywords: AI/ML, Genome Engineering, Metabolic Engineering, Phenotyping

Gene-Metabolite Association Prediction with Interactive Knowledge Transfer Enhanced Graph for Metabolite Production

Type: Publication

Themes: Conversion

Keywords: AI/ML

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

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

Type: Dataset

Themes: Conversion, Feedstock Production

Keywords: AI/ML, Metabolic Engineering, Modeling, Software

Data for SciMON: Scientific Inspiration Machines Optimized for Novelty

Type: Dataset

Themes: Conversion

Keywords: AI/ML, Modeling

SCIMON: Scientific Inspiration Machines Optimized for Novelty

Type: Publication

Themes: Conversion

Keywords: AI/ML

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

Type: News

Themes: Feedstock Production

Keywords: AI/ML, Genetics, Modeling, News

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, Automation

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, Automation, Transcriptomics