structure to sequence, de novo design, ... [to be updated]
📘 Related paper reading list: papers_for_protein_design_using_DL
📘 Related article in Chinese: New Paradigm in Protein Design
| Title | Pub.&Year | Notes | |
|---|---|---|---|
| ProteinMPNN | Robust deep learning–based protein sequence design using ProteinMPNN | Science '2022 | |
| LM-Design | Structure-informed Language Models Are Protein Designers | ICML '2023 | |
| EvoDiff | Protein generation with evolutionary diffusion: sequence is all you need | NIPS '2023 | |
| Reinforcement Learning for Sequence Design Leveraging Protein Language Models | NIPS '2024 |