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刘天元 封面图

刘天元 (Tianyuan Liu)

Donghua University

21H指数
82论文数
1.5K被引数
收录论文 34
发表时间
Deep learning-based model for predicting physical fields during frozen startup of high-temperature heat pipes基于深度学习的模型,用于预测高温热管冻结启动过程中的物理场
err2025-09-06
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PREAI
errXin Yu; Zeqin Zhang; Xiaoyan Wang; Tianyuan Liu; Kailun Guo; Haocheng Zhao; Chunping Tian; Mingjun Wang; Suizheng Qiu; Guanghui Su; Wenxi Tian
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Physics-informed learning for thermophysical field reconstruction and parameter measurement in a nano-porous insulator's heat transfer problem
err2023-11-01
err6
PREAI
errPang, Hao-Qiang; Shao, Xia; Zhang, Zi-Tong; Xie, Xin; Dai, Ming-Yang; Guo, Jiang-Feng; Zhang, Yan-Bo; Liu, Tian-Yuan; Gao, Yan-Feng
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Uncertainty quantification and aerodynamic robust optimization of turbomachinery based on graph learning methods
errENERGY
IF9.4
err2023-06-01
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PREAI
errLi, Jinxing; Liu, Tianyuan; Zhu, Guangya; Li, Yunzhu; Xie, Yonghui
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An expert knowledge-empowered CNN approach for welding radiographic image recognition
err2023-04-01
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PREAI
errLiu, Tianyuan; Zheng, Hangbin; Zheng, Pai; Bao, Jinsong; Wang, Junliang; Liu, Xiaojia; Yang, Changqi
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研究方向

画法几何及工程制图学术服务智能制造/模式识别领域数字工程信号处理焊接/金属热加工领域无损检测与评估激光焊接质量预测航天结构件激光焊接缺陷可信识别[3] 国家自然科学基金面上项目,元数字孪生,参与激光焊接缺陷识别数据驱动知识模型工业互联网固体火箭发动机异地协同制造消化道黏膜下肿瘤影像人工智能检测