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Author

Yong-Xiao Qu

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2 papers indexed here

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Aug 2026

Guest Molecular Networks Directing Hydrate-Based Methane Storage.

Natural gas hydrates are promising unconventional clean energy resources, and clarifying methane hydrate nucleation is critical for their efficient exploitation, gas storage, and carbon sequestration. Here, we challenge the conventional water-dominated hydrate nucleation view by revealing a guest-dominated mechanism wh...

Yong-Chao Hao, Yong-Xiao Qu, Gao-Yang Luo et al. · 0 citations
Sep 2026

ResNet-assisted coarse-grained modeling of CH4-CO2 hydrates: Linking structural descriptors to interaction potentials.

Gas hydrates are promising for energy storage, gas separation, and carbon sequestration. However, atomistic simulations of hydrate systems are computationally expensive at large scales. In this work, a machine-learning-assisted coarse-grained (CG) force field is developed for CH4-CO2 hydrate systems based on the Stilli...

Gao-Yang Luo, Yong-Chao Hao, Yong-Xiao Qu et al. · 0 citations

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