Protein design has become a practical tool for generating made-to-order enzymes and other proteins, thanks to increasingly massive data sets and sophisticated methods of…
Browsing: Protein Design
In the rapidly advancing field of protein engineering, computational tools and deep learning algorithms are being used to design new proteins from scratch. These…
This article discusses the importance of high-temperature proteins (HTPs) and their applications in various fields. It introduces a new dataset, learn2thermDB, which is orders…
Bioengineers are utilizing rapidly evolving machine learning tools, deep data reservoirs, and AlphaFold2 to pursue more sophisticated de novo protein designs. AlphaFold2 is an…
Researchers have recently adapted reinforcement learning, a type of machine learning, to create a powerful protein design program. This method has been used to…
Scientists have successfully applied reinforcement learning, a type of machine learning, to a challenge in molecular biology. The team of researchers developed powerful new…
Researchers have developed a new protein design software using reinforcement learning, which has the potential to create useful molecules with applications in developing potent…
AI tools such as ChatGPT and AlphaFold by DeepMind are revolutionizing the way text, images and code are generated. Adaptyv Bio is addressing the…
AlphaFold2 (AF2) is an artificial intelligence (AI) system developed by DeepMind that can predict three-dimensional (3D) structures of proteins from amino acid sequences with…
Researchers at the University of Washington have used Artificial Intelligence (AI) to design tailor-made, functional proteins that they could synthesize and produce in live…