邓杨玉

　　 　　

基本信息：

邓杨玉，男，安徽安庆人，工学博士，讲师。

教育经历：

2014.09-2018.06，西北农林科技大学，水利水电工程，学士

2018.09-2024.12，大连理工大学，水力学及河流动力学，博士(硕博连读)，导师：刘亚坤教授

工作经历：

2025.02-至今，西北农林科技大学，水利与建筑工程学院，讲师

研究方向：

[1] 针对水气两相流问题的高精度数值算法研究

[2] 基于高效时空预测智能模型的极端溃坝洪水预报

[3] 分离式求解器数据驱动型加速模式研究

[4] 应用于水工水力学问题的机器学习模型研究

科研项目：

[1] 西北农林科技大学博士科研启动项目，泄水建筑物强迫掺气机理研究，2025.04-2028.04，在研，主持;

[2] 国家自然科学基金面上项目，水工闸门流激振动模拟方法与振动机理研究，2022.01-2025.12，在研，参与;

[3] 企事业委托项目，狭窄河谷低弗劳德数大流量导流消能机理研究，2025.07-2028.11，在研，参与。

代表性论文：

[1] Yangyu Deng, Yakun Liu^*, Di Zhang, Ze Cao. A novel intelligent model for high-precision reconstruction of dam-break free surface profiles from sparse monitoring data[J]. Physics of Fluids, 2025, 37(2): 022127.

[2] Yangyu Deng, Yakun Liu^*, Di Zhang, Ze Cao. A hybrid gradient boosting model for predicting longitudinal dispersion coefficient in natural rivers[J]. Water Resources Management, 2025, 39: 2111-2131.

[3] Yangyu Deng, Di Zhang, Ze Cao, Yakun Liu^*. An accurate and efficient deep learning model for spatio temporal prediction of interfacial flows[J]. Physics of Fluids, 2024, 36(4): 042114.

[4] Yangyu Deng, Di Zhang, Ze Cao, Yakun Liu^*. Spatio-temporal water height prediction for dam break flows using deep learning[J]. Ocean Engineering, 2024, 302: 117567.

[5] Yangyu Deng, Di Zhang, Ze Cao, Yakun Liu^*. A machine learning based acceleration of segregated pressure correction algorithms for incompressible fluid flow[J]. Computers & Fluids, 2024, 270: 106145.

[6] Yangyu Deng, Yakun Liu^*. Prediction of depth-averaged velocity for flow though submerged vegetation using least squares support vector machine with Bayesian optimization[J]. Water Resources Management, 2024, 38: 1675-1692.

[7] Yangyu Deng, Yakun Liu*, Di Zhang, Ze Cao. Machine learning-based prediction of scour depth around different-shaped bridge abutments[J]. Proceedings of the Institution of Civil Engineers-Water Management, 2024, 177(5): 308-326.

[8] Yangyu Deng, Di Zhang, Dong Zhang, Jian Wu, Yakun Liu^*. A hybrid ensemble machine learning model for discharge coefficient prediction of side orifices with different shapes[J]. Flow Measurement and Instrumentation, 2023, 91: 102372.

[9] Yangyu Deng, Yakun Liu^*, Di Zhang^*, Jian Wu, Dong Zhang. Modified far-upwind reconstruction methods for the implementation of NVSF schemes on unstructured grids[J]. Numerical Heat Transfer, Part B: Fundamentals, 2023, 83(5): 292-322.

[10] Yangyu Deng, Di Zhang^*, Yakun Liu^*, Xueming Fu, Jian Wu. A novel efficient segregated pressure-based algorithm for steady-state incompressible flow[J]. Numerical Heat Transfer, Part B: Fundamentals, 2022, 82(1-2): 18-40.

科研奖励：

[1] 英国土木工程师协会“Robert Alfred Carr Prize”(2025年)

[2] 第九届全国水力学与水利信息学大会“优秀青年论文奖”(2019年)

联系方式：

通讯地址：陕西杨凌西农路22号 西北农林科技大学 水利与建筑工程学院

邮编：712100

邮箱：yangyudeng@nwafu.edu.cn