@misc{indiciae7a7f8c821fec,
  title = {Efficient, Few-shot Directed Evolution with Energy Rank Alignment},
  author = {Ibarraran, S. and Chennakesavalu, S. and Hu, F. and Rotskoff, G. M.},
  year = {2026},
  doi = {10.64898/2026.02.03.703561},
  url = {https://www.biorxiv.org/content/10.64898/2026.02.03.703561v1},
  note = {Source identifier: 10.64898/2026.02.03.703561}
}