journal article·2026-05

Unveiling the Role of Curvature in Carbon for Improved Energy Release of Ammonium Perchlorate (Adv. Mater. 30/2026)

Dan Liu, Keliang Song, Haorui Zhang, Zhipeng Liu, Guansong He, Junru Wang, Wenming Yang, Xu Zhao, Zhijian Yang

Advanced Materials· Volume 38· Issue 30
Publisher page

Abstract

Improved Energy Release of Ammonium Perchlorate This work establishes carbon curvature as a pivotal yet overlooked descriptor for catalytic energy release of ammonium perchlorate. Integrating machine learning with DFT reveals that high-curvature CNTs optimize the p band center, fundamentally strengthening HClO4 adsorption. This curvature-driven mechanism enables enhanced energy release, defining a geometry electronic activity framework for advanced energetic materials design. More details can be found in the Research Article by Wenming Yang, Xu Zhao, Zhijian Yang, and co-workers (DOI: 10.1002/adma.202504755).
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Ammonia Synthesis and Nitrogen Reduction · Energetic Materials and Combustion · Machine Learning in Materials Science

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Affiliations

Institute of Chemical Materials China Academy of Engineering Physics Mianyang China

School of Energy and Power Engineering Jiangsu University Zhenjiang Jiangsu China

References

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