GitHub7mon
Protein Secondary Structure Prediction
The model is trained to classify the secondary structure of each amino acid in a protein sequence into three categories: alpha Helix (H), betastrand (E), and loops and irregular elements (C), beta ...
GitHub1y
Protein Secondary Structure Predictor
Protein secondary structure is the three dimensional form of local ... These are used to take into account evolutionary neighborhoods and are used to model protein families and domains. They are built ...
earth4d
AI model creates new protein that simulates 500 million years of biological evolution
Scientists used AI to design a fluorescent protein unlike any seen before. The AI model, ESM3, simulates evolution on a ...
Frontiers4y
Feature Representation and Learning Methods with Applications in Protein Secondary Structure
These developments are also expected to improve universal high-precision prediction methods applicable to protein secondary structure, to help better understand the sequence model characteristics of ...
AI model simulates 500 million years of evolution to generate a new fluorescent protein
A team of AI researchers, biologists and evolutionary specialists at EvolutionaryScale and the Arc Institute, both in the U.S ...
EurekAlert!14d
An AI model developed to design proteins simulates 500 million years of protein evolution in developing new fluorescent protein
Guided by a multimodal generative language model called ESM3, Thomas Hayes and colleagues generated and synthesized a previously unknown bright fluorescent protein, with a genetic sequence so ...