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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

Hao Li

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Open access Sep 2026

Interfacial Intelligence for Polymer Brushes: Toward Physics-Grounded Design

Polymer brushes are adaptive soft interfaces whose functions emerge from the coupling of molecular chemistry, chain architecture, grafting statistics, solvent and ion organization, and operating conditions. This complexity enables diverse functions in antifouling, lubrication, separations, sensing, and colloidal asse...

Jie Zhu, Xin-Ran Zhao, Dong Wu et al. · 0 citations
Open access Sep 2026

Pareto Optimization of a Cobalt Carbide Catalyst for Syngas Conversion: Balancing Activity and Selectivity via Interpretable Active Learning

An active-learning (AL)-assisted machine-learning (ML) framework was developed to predict the CO conversion and light-hydrocarbon selectivity over cobalt carbide catalysts, and the predicted Pareto-optimal catalyst configurations showed good agreement with representative reported experimental catalysts.

Jia-Qing Lv, Jia-Yi Zhang, Xue Jia et al. · 0 citations
Sep 2026

Homo/Heterogeneous Dual Active Centers Enable Selective Electrochemical C─N Coupling of CO2 and Nitrate to Formamide.

Electrochemical C─N coupling from carbon dioxide and nitrogen oxoanions offers a sustainable route to value-added amides, yet achieving high selectivity remains challenging due to competing reaction pathways and insufficient substrate activation. Here we report a homo/heterogeneous dual-active-center catalyst that inte...

Cheng Peng, Yi-Fan Bu, Shi-Yun Li et al. · 0 citations

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