A Text-guided Protein Design Framework
Nature Machine Intelligence 2025

  • 1University of California Berkeley
  • 2California Institute of Technology
  • 3University of Toronto
  • 4University of Wisconsin-Madison
  • 5Morgridge Institute for Research
  • 6Université de Montréal
  • 7Mila
  • 8Texas A&M University
  • 9Nvidia Research
  • 10Argonne National Laboratory
  • 11HEC Montréal
  • 12National Research Council Canada

  • Equal advising


Text-guided Peptide Editing for PDB-3IQI.



ProteinDT pretraining and downstream pipeline




ProteinDT editing results




Citation