Supervised learning model predicts protein adsorption to carbon nanotubes

Abstract

The developed classifier predicts what proteins adsorb to nanoparticles and what protein features drive these interactions.

Document Details

Document Type
Pub Defense Publication
Publication Date
Jan 07, 2022
Source ID
10.1126/sciadv.abm0898

Entities

People

  • Jackson Travis Del Bonis-O'Donnell
  • Jeffrey Wang
  • Markita P. Landry
  • Nicholas Ouassil
  • Rebecca L. Pinals

Organizations

  • California Institute for Quantitative Biosciences
  • Chan Zuckerberg Biohub
  • Innovative Genomics Institute
  • Massachusetts Institute of Technology
  • University of California, Berkeley

Tags

Fields of Study

  • Physics

Technology Areas

  • AI & ML
  • AI & ML - Neural Networks
  • Biotechnology