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Direct numerical simulation of natural convection based on parameter-input physics-informed neural networks 期刊论文
INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, 2025, 卷号: 236, 页码: 126379./通讯作者：Wang YW
Authors:  Ye,Shuran;  Huang JL(黄剑霖);  Zhang, Zhen;  Wang YW(王一伟);  Huang CG(黄晨光)
Favorite  |  View/Download：39/0  |  Submit date：2024/12/02
Natural convection  Physics-informed neural networks  Parameter-input PINNs  Ra number  Deep learning  
Physics-enhanced data-driven turbulence model for flow around submerged bodies 期刊论文
OCEAN ENGINEERING, 2025, 卷号: 315, 页码: 13./通讯作者：Wang, Jingzhu, Chu, Xuesen
Authors:  Zhang,Zhen;  Li,Haohan;  Ye SR(叶舒然);  Wang JZ(王静竹);  Wang YW(王一伟);  Chu,Xuesen;  Liu,Qingkuan
Favorite  |  View/Download：34/0  |  Submit date：2025/01/06
Data-driven  Physical enhancement  Turbulence model  Combined neural network  
Physics-informed dynamic mode decomposition for reconstruction and prediction of dense particulate pipe flows 期刊论文
PHYSICS OF FLUIDS, 2024, 卷号: 36, 期号: 11, 页码: 17./通讯作者：Zhang, Yan
Authors:  Zhang,Zhen;  Qin,ZeJun;  Huo,Jing;  Zhang Y(张岩);  Liu,QingKuan
Favorite  |  View/Download：63/0  |  Submit date：2024/12/23
Reducing flow fluctuation using deep reinforcement learning with a CNN-based flow feature model 期刊论文
OCEAN ENGINEERING, 2024, 卷号: 306, 页码: 10./通讯作者：Wang, Yiwei
Authors:  Ye SR(叶舒然);  Zhang, Zhen;  Wang YW(王一伟);  Huang CG(黄晨光)
Favorite  |  View/Download：85/0  |  Submit date：2024/07/04
Deep reinforcement learning  Flow feature detection  Flow around two square cylinders  Position optimisation  Deep learning  
单孔排气气泡特征识别与参数提取方法 期刊论文
化工进展, 2024, 卷号: 43, 期号: 02, 页码: 808-817./通讯作者：田文斌
Authors:  杨志龙;  田文斌;  张珍;  王志英;  王一伟
Adobe PDF(2825Kb)  |  Favorite  |  View/Download：172/59  |  Submit date：2024/04/28
气液两相流  重叠气泡识别  气泡特征统计  高速摄像  
Experimental Study on Natural Vibration Characteristics of Double-Strip High-Speed Pantograph Head 期刊论文
EXPERIMENTAL MECHANICS, 2023, 卷号: 63, 页码: 995-1001./通讯作者：Xu, XH
Authors:  Xu XH(许向红);  Zhang HC(张灏辰);  Wei, X;  Wu, M;  Zhang, Z;  Ye, Z;  Wu, R;  Huang, S
Adobe PDF(1351Kb)  |  Favorite  |  View/Download：122/25  |  Submit date：2023/06/15
Pantograph  Modal characteristics  Working height  Boundary constraint  
一种基于低湍流度水槽的气泡产生和融合实验装置及方法 专利
发明授权.一种基于低湍流度水槽的气泡产生和融合实验装置及方法, 授权公告号: CN114427952B, 申请日期: 2022-01-24, 授权公告日期: 2023-04-14
Inventors:  黄仁芳;  王一伟;  张珍;  支玉昌;  黄荐
Adobe PDF(1271Kb)  |  Favorite  |  View/Download：188/52  |  Submit date：2024/01/23
Data-driven turbulence model for unsteady cavitating flow 期刊论文
PHYSICS OF FLUIDS, 2023, 卷号: 35, 期号: 1, 页码: 18./通讯作者：Wang, Yiwei
Authors:  Zhang Z(张珍);  Wang JZ(王静竹);  Huang RF(黄仁芳);  Qiu RD(丘润荻);  Chu, Xuesen;  Ye SR(叶舒然);  Wang YW(王一伟);  Liu, Qingkuan
Adobe PDF(4681Kb)  |  Favorite  |  View/Download：328/60  |  Submit date：2023/02/27
Investigation of the Microstructure and Mechanical Properties of an Ultrahigh Strength Martensitic Steel Fabricated Using Laser Metal Deposition Additive Manufacturing 期刊论文
METALS, 2022, 卷号: 12, 期号: 10, 页码: 15./通讯作者：Chui, Pengfei, Zhang, Kun
Authors:  Wang, Min;  Zhang, Qican;  Li, Wengang;  Zhang, Zhen;  Chui, Pengfei;  Yu, Zhiting;  Zhang K(张坤)
Adobe PDF(4784Kb)  |  Favorite  |  View/Download：661/168  |  Submit date：2022/11/28
additive manufacturing  ultrahigh strength steel  microstructure  mechanical properties  heat treatment  
基于长短期记忆网络的非定常空化水翼表面压力预测 期刊论文
中国科学:物理学 力学 天文学, 2022, 卷号: 52, 期号: 10, 页码: 104-112
Authors:  张珍;  刘庆宽;  王静竹;  王一伟
Adobe PDF(1685Kb)  |  Favorite  |  View/Download：256/84  |  Submit date：2022/11/14
长短期记忆  压力系数  空化流  大涡模拟