Peer-reviewedLicence not statedNature Biotechnology
Efficient generation of epitope-targeted antibodies with Germinal
21 affiliations
- 1Arc Institute, Palo Alto, CA, USA. [email protected]
- 2Department of Bioengineering, Stanford University, Stanford, CA, USA. [email protected]
- 3Sarafan ChEM-H, Stanford University, Stanford, CA, USA. [email protected]
- 4Stanford Bio-X, Stanford University, Stanford, CA, USA. [email protected]
- 5Arc Institute, Palo Alto, CA, USA
- 6Department of Chemical Engineering, Stanford University, Stanford, CA, USA
- 7Department of Computer Science, Stanford University, Stanford, CA, USA
- 8Stanford Biophysics, Stanford University, Stanford, CA, USA
- 9Department of Molecular and Cellular Physiology, Stanford University, Stanford, CA, USA
- 10Department of Structural Biology, Stanford University, Stanford, CA, USA
- 11Department of Bioengineering, Stanford University, Stanford, CA, USA
- 12Sarafan ChEM-H, Stanford University, Stanford, CA, USA
- 13Arc Institute, Palo Alto, CA, USA. [email protected]
- 14Department of Chemical Engineering, Stanford University, Stanford, CA, USA. [email protected]
- 15Sarafan ChEM-H, Stanford University, Stanford, CA, USA. [email protected]
- 16Stanford Biophysics, Stanford University, Stanford, CA, USA. [email protected]
- 17Stanford Data Science, Stanford University, Stanford, CA, USA. [email protected]
- 18Department of Chemical Engineering, Stanford University, Stanford, CA, USA. [email protected]
- 19Sarafan ChEM-H, Stanford University, Stanford, CA, USA. [email protected]
- 20Stanford Bio-X, Stanford University, Stanford, CA, USA. [email protected]
- 21Stanford Biophysics, Stanford University, Stanford, CA, USA. [email protected]
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- FedEpitope: Parameter-Efficient Federated Protein Language Models for Linear B-Cell Epitope Prediction
BibTeX
@article{mille2026efficient,
title = {{Efficient generation of epitope-targeted antibodies with Germinal}},
author = {Luis Santiago Mille and Claudia L. Driscoll and John N. Wang and Haoyu Dai and Talal Widatalla and Jim L. Zhang and Xiaowei Zhang and Bing Rao and Liang Feng and Brian Hie and Xiaojing J. Gao},
journal = {Nature Biotechnology},
year = {2026},
month = jun,
doi = {10.1038/s41587-026-03187-0},
url = {https://pubmed.ncbi.nlm.nih.gov/42337361/},
}
RIS
TY - JOUR
TI - Efficient generation of epitope-targeted antibodies with Germinal
AU - Luis Santiago Mille
AU - Claudia L. Driscoll
AU - John N. Wang
AU - Haoyu Dai
AU - Talal Widatalla
AU - Jim L. Zhang
AU - Xiaowei Zhang
AU - Bing Rao
AU - Liang Feng
AU - Brian Hie
AU - Xiaojing J. Gao
PY - 2026
DA - 2026/06/23
JO - Nature Biotechnology
DO - 10.1038/s41587-026-03187-0
UR - https://pubmed.ncbi.nlm.nih.gov/42337361/
SN - 0733-222X
SN - 1087-0156
SN - 1546-1696
SN - 2331-3684
ER -