ProteinDT

A Text-guided Protein Design Framework

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

@article{liu2023proteinDT,
    title={A Text-guided Protein Design Framework},
    author={Shengchao Liu, Yanjing Li, Zhuoxinran Li, Anthony Gitter, Yutao Zhu, Jiarui Lu, Zhao Xu, Weili Nie, Arvind Ramanathan, Chaowei Xiao, Jian Tang, Hongyu Guo, Anima Anandkumar},
    journal={arXiv preprint arXiv:2302.04611},
    year={2023}
}