Author

Hao Wang

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Sep 2026

Deep Neural Network‐Driven Development of Coking‐ and Sulfur‐Resistant Nanostructured NiGa Alloy‐Based Anodes for Solid Oxide Fuel Cells

Solid oxide fuel cells (SOFCs) that directly convert natural gas into electricity are promising high‐efficiency energy‐conversion devices, yet conventional Ni‐based anodes suffer from severe carbon deposition and sulfur poisoning, leading to rapid electrode deactivation. Although binary alloying effectively regulat...

Hai-Peng Zhang, Hao Wang, Cheng Lin et al. · Advanced Energy Materials · 0 citations

Open access Jul 2026

Self-Organization of Alloy Catalysts into Selectively Active Ensembles

The active sites of alloy catalysts may emerge only under reaction conditions, yet how reactive atmospheres select these sites remains unresolved. Here, we reveal how reactive atmospheres reorganize complex alloy surfaces into functional active-state distributions by using a machine-learning-potential-accelerated multi...

Hong-Yue Wang, Hao Wang, Wei-Xue Li et al. · JACS Au · 0 citations