Skip to content
Log in
Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Yu-Heng Yao

View on Semantic Scholar

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

#generative ai Open access Sep 2026

The Middle Space in Generative AI and Digital TVET Curriculum Design: A Competence Map Connecting Work, Learning, and Evidence

An integrative conceptual synthesis is used to connect research on vocational competence, digital competence, digital work, constructive alignment, boundary objects, and evidence-centered assessment to develop the argument that responsible digital mediation should be treated as a transversal core capability.

Yu-Heng Yao, Xiang-Jie Zheng, Kun Liu · 0 citations
Open access Jul 2026

Orbital coupling in bridge-mediated FeCu dual-atom catalysts for water decontamination

Dual-atom catalysts (DACs) hold significant promise for advanced oxidation processes. However, their practical applications are often limited by sluggish electron transfer and low atomic utilization efficiency. Herein, we report that P-bridged Fe-Cu dual-atom catalysts (FeCu-NP-C) are precisely modulated by first-shell N and P ligands, forming a unique N3Fe-P1-CuN3 structure. The Fe-P-Cu bridging bond induces d-p-d gradient orbital coupling to establish a directional electron-transfer channel from the Cu site (electron donor) to the Fe site (electron acceptor) for enabling ultrafast pollutant degradation and bacterial inactivation. The FeCu-NP-C catalyst enables peroxymonosulfate activation to selectively generate high-valent iron-oxo species with a steady-state concentration of 5.80 × 10−5 mM, which is 100 times higher than that of Fe-NP-C. The FeCu-NP-C membrane reactor achieves a treatment capacity of 500 L of wastewater per gram of catalyst over 100 h, at an operational cost of USD 0.16 per tonne. This work provides deep insights into the bridge-mediated orbital interactions of DACs for water decontamination. P-bridged Fe-Cu dual-atom catalysts with N3Fe-P1-CuN3 structure enable directional electron transfer via d-p-d orbital coupling for efficient peroxymonosulfate activation. The FeCu-NP-C reactors achieve high-efficiency performance and long-term stability.

Ke Zhu, Yuheng Yao, Yongjian Zeng et al. · 1 citation

We use cookies to run the site and, with your consent, for analytics and to show ads. See our Cookie Policy.