Author

Yu-Quan Li

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#explainable ai Review Sep 2026

A Data‐to‐Interface Framework for AI‐Guided Sodium‐Ion Battery Materials Discovery: From Descriptors to Full‐Cell Decisions

For sodium‐ion batteries (SIBs), the central obstacle to artificial intelligence (AI)‐guided discovery is not simply data volume or algorithm choice, but the conditional nature of electrochemical labels. Capacity, voltage, initial Coulombic efficiency (ICE), rate capability, and retention depend on synthesis, disorde...

Gang Chen, Hong-Yang Zhao, Jun-Feng Li et al. · Advanced Functional Material... · 0 citations

Review Sep 2026

Machine Learning-Accelerated Advancements in Electrocatalytic CO2 Reduction

With growing concerns over climate change, electrochemical CO2 reduction (CO2RR) has attracted significant attention for converting CO2 into valuable products under mild conditions, but catalyst design remains challenging because traditional, experiment-driven approaches are inefficient and time-consuming. Recently,...

Hao Wang, Jun-Feng Li, Yu-Quan Li et al. · Environmental Science &... · 0 citations