Mechanism-Guided Catalyst Discovery for Methane C-H Activation via Structure-Aware Multisource Transfer Learning.
A mechanism-driven approach to alleviate data dependence and develop a multisource transfer learning (MS-TL) framework that leverages the knowledge embedded in abundant adsorption data sets while accurately capturing local structural dependence, enabling a deep fusion of multidimensional thermodynamic knowledge while p...