APA (7th ed.) Citation

Ran, N., Wang, Y., Zhang, X., Li, Z., Ran, Q., Li, W., & Allmendinger, R. (2025). ExLLM: Experience-Enhanced LLM Optimization for Molecular Design and Beyond.

Chicago Style (17th ed.) Citation

Ran, Nian, Yue Wang, Xiaoyuan Zhang, Zhongzheng Li, Qingsong Ran, Wenhao Li, and Richard Allmendinger. ExLLM: Experience-Enhanced LLM Optimization for Molecular Design and Beyond. 2025.

MLA (9th ed.) Citation

Ran, Nian, et al. ExLLM: Experience-Enhanced LLM Optimization for Molecular Design and Beyond. 2025.