5. Su, Laisuo, Shuyan Zhang, B. Reeja-Jayan, Alan McGaughey, Arumugam Manthiram. Lithium Battery Cycling Curve Prediction via Machine Learning. (The disclosure form was submitted on 11/16/2022)

4. Su, Laisuo, Arumugam Manthiram. Localized Saturated Electrolytes and Rechargeable Batteries Containing the Same. (Filed on December 14, 2021), Licensed by TexPower.

3. Su, Laisuo, Jayan, B. Reeja. Electrode Surface Engineering in Lithium-ion Batteries. "Electrode Surface Engineering in Lithium-ion Batteries." U.S. Patent Application No. 16/886,948. (We have a startup company, SeaLion Energy, based on this patent. We won Chevron Studio Scale-UP Phase Award ($275,000) in 2023, and received $250,000 from DOE in 2024.)

2. Jiang, Jianping, Su, Laisuo, and Jianbo Zhang. "Apparatus and method for detecting battery state of health." U.S. Patent 10,989,762, issued April 27, 2021.

1. J Jiang, G Zhang, X Zeng, Su, Laisuo, J Zhang, Z Li ” Apparatus and method for detecting battery state of health” U.S. Patent 10,712,395, issued July 14, 2020.