In the rapidly advancing field of computational biology, a newly peer-reviewed review explores the transformative role of deep learning techniques in revolutionizing protein structure prediction. The ...

WEST LAFAYETTE, Ind. – Proteins are often called the working molecules of the human body. A typical body has more than 20,000 different types of proteins, each of which are involved in many functions ...

Deep learning methods have been used to augment existing energy-based physical models in 'do novo' or from-scratch computational protein design, resulting in a 10-fold increase in success rates ...

Scientists have used deep learning to design new proteins that bind to complexes involving other small molecules like hormones or drugs, opening up a world of possibilities in the computational design ...

A recent article in hLife explores the advancements in protein science recognized by the 2024 Nobel Prize in Chemistry. The ...

The key to understanding proteins - such as those that govern cancer, COVID-19, and other diseases - is quite simple. Identify their chemical structure and find which other proteins can bind to them.

(Nanowerk News) Protein sequencing allows scientists to identify the amino acids in a protein. These amino acids determine the shape and function of a protein. DeepMind’s AlphaFold 2 is an artificial ...

In 2023, scientists in the joint School of Engineering and School of Life Sciences Laboratory of Protein Design and Immunoengineering (LPDI), led by Bruno Correia, published in Nature a deep-learning ...