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Xinhai Chen

national university of defense technology

16H-index
103Paper Count
1.2KCitation Count
Published Papers 33
Publication Date
Flux-conserved physics-informed neural networks for electromagnetic scattering computation
err2026-08-01
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PREAI
errPeng, Chenyu; Xiao, Tiaojie; Wang, Sifan; Zhang, Huajian; Chen, Xinhai; Zhao, Jiajia; Zhao, Lei; Gong, Chunye
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LDNO: A low-power dynamic neural operator inspired by liquid state machines for solving partial differential equations
err2026-08-01
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PREAI
errHuang, Chengxue; Liu, Jie; Zhang, Qingyang; Xiao, Jing; Li, Kai; Chen, Xinhai; Zhao, Zhenyu; Wang, Qinglin; Yang, Bo
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A data-driven multimodal diagnostic framework for quality evaluation of artificial calculus bovis based on HEMT biosensors and systematic quality data engineering
err2026-07-25
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PREAI
errKaiyi Wang; Fangyu Zhang; Yufeng Guo; Huimin Feng; Xinhai Chen; Jing Wang; Yifei Wang; Lu Yao; Zhaohua Zhang; Jun Jia; Yi Luo; Mingshuang Li; Shijun Wang; Zhisheng Wu
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Cascaded spectral operator transformer with mixture-of-experts for urban wind field prediction
err2026-07-01
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PREAI
errHuang, Xinyu; Liu, Jie; Wang, Siqi; Chen, Xinhai; Zou, Hang; Li, Jiawei; Che, Yonggang; Zhang, Qingyang
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MeshONet: A generalizable and efficient operator learning method for structured mesh generation
err2026-02-19
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PREAI
errJing Xiao; Xinhai Chen; Jiaming Peng; Qinglin Wang; Jie Liu
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Generalization-Aware Structured Mesh Smoothing via Graph Neural Networks
err2025-11-10
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PREAI
errJingzhu Pei; Xinhai Chen; Yang Liu; Zhichao Wang; Qingyang Zhang; Qinglin Wang; Xiang Gao; Jie Liu
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ST-FlowNet: A lightweight framework for long-term spatio-temporal flow field prediction
err2025-10-26
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PREAI
errQisong Xiao; Xinhai Chen; Haijian Yang; Chunye Gong; Jie Liu
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GNNRL-smoothing: A prior-free reinforcement learning model for mesh optimization
err2025-10-19
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PREAI
errZhichao Wang; Xinhai Chen; Chunye Gong; Bo Yang; Liang Deng; Yufei Sun; Yufei Pang; Xiang Zhang; Jie Liu
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AI-integrated IQPD framework of quality prediction and diagnostics in small-sample multi-unit pharmaceutical manufacturing: Advancing from experience-driven to data-driven manufacturing
err2025-06-05
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errOAAI
errKaiyi Wang; Xinhai Chen; Nan Li; Huimin Feng; Xiaoyi Liu; Yifei Wang; Yanfei Wu; Yufeng Guo; Shuoshuo Xu; Lu Yao; Zhaohua Zhang; Jun Jia; Zhishu Tang; Zhisheng Wu
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A data-free Kolmogorov-Arnold Network-based method for structured mesh generation
err2024-11-12
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PREAI
errPeng, Jiaming; Chen, Xinhai; Zhang, Qingyang; Deng, Liang; Shen, Liming; Liu, Jie
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Towards a new paradigm in intelligence-driven computational fluid dynamics simulations
err2024-09-25
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errOAAI
errChen, Xinhai; Wang, Zhichao; Deng, Liang; Yan, Junjun; Gong, Chunye; Yang, Bo; Wang, Qinglin; Zhang, Qingyang; Yang, Lihua; Pang, Yufei; Liu, Jie
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LKFlowNet: A deep neural network based on large kernel convolution for fast and accurate nonlinear fluid-changing prediction
err2024-09-11
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PREAI
errLiu, Yan; Zhang, Qingyang; Chen, Xinhai; Xu, Chuanfu; Wang, Qinglin; Liu, Jie
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A generative adversarial network based on an efficient transformer for high-fidelity flow field reconstruction
err2024-07-23
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PREAI
errShen, Liming; Deng, Liang; Liu, Xuliang; Wang, Yueqing; Chen, Xinhai; Liu, Jie
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