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Author

Qiang Chen

2 papers indexed here

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Aug 2026

Evaluation of Fatigue Lifetime and Fracture Mechanisms of Short Fiber‐Reinforced Composites Under the Influence of the Self‐Heating Effect

This study analyzes the thermomechanical fatigue behavior of short fiber‐reinforced composites (SFRCs) under different loading frequencies, focusing on the relationship between thermomechanical coupling and fatigue damage evolution. The results showed fatigue strength below 45 MPa and a pronounced dependence on loadi...

A. Katunin, Ce Xiao, Rongkang Han et al. · 0 citations
Open access 2026

Learning viscoplastic constitutive behavior via physics-informed recurrent neural network

A novel physics-informed recurrent neural network (PIRNN) model has been developed for data-driven constitutive modeling of metallic materials under high-strain-rate loading. The proposed PIRNN framework integrates a gated recurrent unit (GRU) network and a fully connected neural network to capture the rate-dependent s...

Qiang Chen, Xu-Yang Zhang, Xue-Feng Chen et al. · 0 citations

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