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Shock Loading Accesses Reaction Pathways beyond Accelerated Thermolysis
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Mingjie Wen, Jiahe Han, Zihan Zhou, Hao Wang, Xueyong Guo, Qingzhao Chu, Dongping Chen

· 1 min read

ResearcharXiv cs.LG

Shock Loading Accesses Reaction Pathways beyond Accelerated Thermolysis

arXiv:2610.41955v1 Announce Type: cross Abstract: Thermolysis and shock loading can produce similar major stable products in energetic materials, despite different chemical evolution and reaction pathways. Here, we develop EMFF-MACE, a reactive machine-learning potential for C/H/N/O energetic materials, enabling thermolysis simulations of 20 materials and shock simulations of 10 on a common potential energy surface. Comparisons at matched normalized reaction progress reveal divergent chemical states and local structural environments. Mean reaction-state similarity decreases from 94.0% at 20% progress to 25.9% at trajectory endpoints, while 47.1-92.6% of shock local environments lie outside corresponding material-specific thermolysis reference domains. Structural and reaction-network analyses reveal enhanced intermolecular reorganization and additional association and rearrangement branches under shock loading, despite partially shared early decomposition chemistry. These findings show that loading history influences the structural states and subsequent reaction pathways accessed during decomposition, rather than merely the rate of thermolysis.

Original source

This story was published by arXiv cs.LG and written by Mingjie Wen, Jiahe Han, Zihan Zhou, Hao Wang, Xueyong Guo, Qingzhao Chu, Dongping Chen. SyncAI.news shows a preview; the complete article is on the publisher's site.

Read the full story on arxiv.org

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