Xiaoyun Lin, Xiaowei Du, Shican Wu, Shiyu Zhen et al.
Low-cost, efficient catalyst high-throughput screening is crucial for future renewable energy technology. Interpretable machine learning is a powerful method for accelerating catalyst design by extracting physical meaning but faces huge challenges. This paper describes an interpretable descriptor mo...