Protein design based on AlphaFold2Apply
AlphaFold2 has made the biggest breakthrough in computational biology and has created the hope to be able to not only solve the forward protein 3D structure prediction problem, but also target a more challenging but more practically useful inverse problem, protein design. Protein design is the core problem in protein engineering and optimization, with a very wide range of applications in enzyme optimization, antibody design, drug development, etc. This project is designed to leverage the power of AlphaFold2 to target the protein design problem through developing AI methods.
Program - Computer Science
Division - Computer, Electrical and Mathematical Sciences and Engineering
Faculty Lab Link - https://cemse.kaust.edu.sa/sfb
Center Affiliation - Computational Bioscience Research Center
Field of Study - AI+Bioinformatics
Desired Project Deliverables
An end-to-end learning pipeline for protein design.