AI/ML

Artificial Intelligence–Powered Biofoundries for Protein Engineering and Metabolic Engineering

Type: Publication

Themes: Conversion

Keywords: AI/ML, Automation, Metabolic Engineering, Protein Engineering, Review

Artificial Neural Networks Estimate Evapotranspiration for Miscanthus × giganteus as Effectively as Empirical Model but with Fewer Inputs

Type: Publication

Themes: Sustainability

Keywords: AI/ML, Miscanthus, Modeling

Explainable Machine Learning to Quantify the Value of Proximal Remote Sensing in Latent Energy Flux Estimation

Type: Publication

Themes: Sustainability

Keywords: AI/ML, Ecosystem Flux, Remote Sensing

Self-Driving Lab: AI and Automated Biology Combine to Improve Enzymes

Type: News

Themes: Conversion

Keywords: AI/ML, Bioproducts, News

Data for A Generalized Platform for Artificial Intelligence-powered Autonomous Protein Engineering

Type: Dataset

Themes: Conversion

Keywords: AI/ML, Automation

A Generalized Platform for Artificial Intelligence-Powered Autonomous Enzyme Engineering

Type: Publication

Themes: Conversion

Keywords: AI/ML, Automation

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, 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