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Author

Wei-Tao Liu

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Open access Oct 2026

Hydration Characteristics and Mechanical Property of Microfine Cement–Silica Fume Composites Modified with Cellulose Nanocrystals

Cementitious composites for fractured rock reinforcement often suffer from insufficient mechanical performance, and widely used inorganic nanomodifiers are nonrenewable, which limits their application in rock stabilization engineering. To address these limitations, this study prepares a novel microfine cement-based c...

Hai-Feng Wu, Jian-Jun Shen, Wei-Tao Liu et al. · 0 citations
#machine learning Preprint Mar 2026

A convolutional autoencoder and neural ODE surrogate modeling framework applied to transient counterflow flames

The results demonstrate that the CAE-NODE can accurately capture the entire transient process, including ignition, flame propagation, and the gradual transition to a non-premixed condition, with excellent agreement with the DNS, while adhering to conservation principles at virtually no computational cost compared to th...

Mert Yakup Baykan, Wei-Tao Liu, Mohammad Rafi Malik et al. · 0 citations

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