@article{efficientproteinoptimizationviastructure,
  title = {Efficient Protein Optimization via Structure-aware Hamiltonian Dynamics},
  author = {Jiahao Wang and Shuangjia Zheng},
  year = {2026},
  eprint = {2601.11012},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2601.11012},
}