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Exclusive: Biotech startup Profluent says it has discovered AI ‘scaling laws’ for AI models used in protein design
Profluent, a biotechnology company that is using AI to design proteins, says it has demonstrated “scaling laws” in the performance of AI models for biology that are similar to those AI researchers ...
Artificial intelligence-powered large language models (LLMs), like those behind ChatGPT, are rapidly reshaping bioinformatics research. A new study systematically details how these models decode ...
Researchers have developed new AI models that can vastly improve accuracy and discovery within protein science. Potentially, the models will assist the medical sciences in overcoming present ...
AZoLifeSciences on MSN
DeepCodon: A rare-codon–aware AI tool boosts protein expression in E. coli
A research team has developed DeepCodon, a deep learning–based codon optimization tool that significantly improves heterologous protein expression in Escherichia coli while preserving functionally ...
A newly developed generative AI model is helping researchers explore protein dynamics with increased speed. The deep learning system, called BioEmu, predicts the full range of conformations a protein ...
Pranam Chatterjee, PhD, assistant professor of bioengineering at the University of Pennsylvania (UPenn), emphasizes that text is all you need for artificial intelligence (AI) models to effectively ...
This important study introduces a new biology-informed strategy for deep learning models aiming to predict mutational effects in antibody sequences. It provides solid evidence that separating ...
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