Prediction of protein pKawith representation learning

Abstract

We developed new empirical ML model for protein pKaprediction with MAEs below 0.5 for all amino acid types.

Document Details

Document Type
Pub Defense Publication
Publication Date
Jan 01, 2022
Source ID
10.1039/d1sc05610g

Entities

People

  • Hatice Gökcan
  • Olexandr Isayev

Organizations

  • Carnegie Mellon University
  • National Science Foundation
  • Office of Naval Research

Tags

Fields of Study

  • Computer science