Formulation Graphs for Mapping Structure-Composition of Battery Electrolytes to Device Performance. - Vidushi Sharma; Maxwell Giammona; Dmitry Zubarev; Andy Tek; Khanh Nugyuen; Linda Sundberg; Daniele Congiu; Young-Hye La (J. Chem. Inf. Model., 2023)

KnowledgeHub: An End-to-End Tool for Assisted Scientific Discovery. - Shinnosuke Tanaka; James Barry; Vishnudev Kuruvanthodi; Movina Moses; Maxwell J. Giammona; Nathan Herr; Mohab Elkaref; Geeth de Mel (IJCAI, 2024)

Improving Electrolyte Performance for Target Cathode Loading Using Interpretable Data-Driven Approach. - Vidushi Sharma; Andy Tek; Khanh Nguyen; Maxwell J. Giammona; Murtaza Zohair; Linda Sundberg; Young-Hye La (CoRR, 2024)

Zero-Shot Open-Schema Entity Structure Discovery. - Xueqiang Xu; Jinfeng Xiao; James Barry; Mohab Elkaref; Jiaru Zou; Pengcheng Jiang; Yunyi Zhang 001; Maxwell Giammona; Geeth de Mel; Jiawei Han 001 (CoRR, 2025)