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Journal Articles

Directional migration of impacting droplets on hydrophobic-superhydrophobic boundary

Lei Xing (邢雷), 邢雷, Shuai Guan (关帅), 关帅, Minghu Jiang (蒋明虎), 蒋明虎, Longlong Shi (史龙龙), 史龙龙
Journal: Physics of Fluids
Physics of Fluids 35, 092111 (2023)
https://doi.org/10.1063/5.0161684
Published: September 2023
View article titled, Directional migration of impacting droplets on hydrophobic-superhydrophobic boundary
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Journal Articles

Delta wing rocking motion suppression by deep reinforcement learning

Wenchen Sun (孙文琛), 孙文琛, Yankui Wang (王延奎), 王延奎, Chong Pan (潘翀), 潘翀, Zhongyang Qi (齐中阳), 齐中阳
Journal: Physics of Fluids
Physics of Fluids 35, 097125 (2023)
https://doi.org/10.1063/5.0169697
Published: September 2023
View article titled, Delta wing rocking motion suppression by deep reinforcement learning
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Journal Articles

Morphing optimization of flow and heat transfer in concentric tube heat exchangers

Samer Ali (سامر علي), سامر علي, Talib Dbouk (طالب دبوق), طالب دبوق, Mahmoud Khaled (محمود خالد), محمود خالد, Jalal Faraj (جلال فرج), جلال فرج, Dimitris Drikakis (Δημήτρης Δρικάκης), Δημήτρης Δρικάκης
Journal: Physics of Fluids
Physics of Fluids 35, 095127 (2023)
https://doi.org/10.1063/5.0159144
Published: September 2023
View article titled, Morphing optimization of flow and heat transfer in concentric tube heat exchangers
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Journal Articles

Machine learning-based optimization of a pitching airfoil performance in dynamic stall conditions using a suction controller

Sa. Kasmaiee, M. Tadjfar, Si. Kasmaiee
Journal: Physics of Fluids
Physics of Fluids 35, 095121 (2023)
https://doi.org/10.1063/5.0164437
Published: September 2023
View article titled, Machine learning-based optimization of a pitching airfoil performance in dynamic stall conditions using a suction controller
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Journal Articles

A lattice Boltzmann investigation of liquid viscosity effects on the evolution of a cavitation bubble attached to chemically patterned walls

Xiaolong He (何小泷), 何小泷, Haonan Peng (彭浩男), 彭浩男, Jianmin Zhang (张建民), 张建民
Journal: Physics of Fluids
Physics of Fluids 35, 093303 (2023)
https://doi.org/10.1063/5.0169239
Published: September 2023
View article titled, A lattice Boltzmann investigation of liquid viscosity effects on the evolution of a cavitation bubble attached to chemically patterned walls
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Journal Articles

Airfoil shape optimization using genetic algorithm coupled deep neural networks

Ming-Yu Wu (吴明雨), 吴明雨, Xin-Yi Yuan (袁心怡), 袁心怡, Zhi-Hua Chen (陈志华), 陈志华, Wei-Tao Wu (吴威涛), 吴威涛, Yue Hua (华越), 华越, Nadine Aubry
Journal: Physics of Fluids
Physics of Fluids 35, 085140 (2023)
https://doi.org/10.1063/5.0160954
Published: August 2023
View article titled, Airfoil shape optimization using genetic algorithm coupled deep neural networks
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Journal Articles

Numerical analysis on hydrodynamic performance and hydrofoil optimization for amphibious vehicles

Dibo Pan (潘迪博), 潘迪博, Xiaojun Xu (徐小军), 徐小军, Bolong Liu (刘博龙), 刘博龙
Journal: Physics of Fluids
Physics of Fluids 35, 083330 (2023)
https://doi.org/10.1063/5.0159980
Published: August 2023
View article titled, Numerical analysis on hydrodynamic performance and hydrofoil optimization for amphibious vehicles
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Journal Articles

Touchdown dynamics of a liquid droplet on a patterned substrate: A generalized lumped parameter-based model

Nilanjan Mondal, Diptesh Biswas, Rabibrata Mukherjee, Chirodeep Bakli
Journal: Physics of Fluids
Physics of Fluids 35, 082117 (2023)
https://doi.org/10.1063/5.0161192
Published: August 2023
View article titled, Touchdown dynamics of a liquid droplet on a patterned substrate: A generalized lumped parameter-based model
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Journal Articles

The dynamic behavior of a self-propelled droplet on a conical fiber: A lattice Boltzmann study

Jinggang Zhang (张静刚), 张静刚, Hao Shen (申浩), 申浩, Haihang Cui (崔海航), 崔海航, Li Chen (陈力), 陈力, Liguo Chen (陈立国), 陈立国
Journal: Physics of Fluids
Physics of Fluids 35, 082119 (2023)
https://doi.org/10.1063/5.0164908
Published: August 2023
View article titled, The dynamic behavior of a self-propelled droplet on a conical fiber: A lattice Boltzmann study
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Journal Articles

Stall margin evaluation and data mining based multi-objective optimization design of casing treatment for an axial compressor rotor

Zhidong Chi (迟志东), 迟志东, Wuli Chu (楚武利), 楚武利, Haoguang Zhang (张皓光), 张皓光, Ziyun Zhang (张紫云), 张紫云
Journal: Physics of Fluids
Physics of Fluids 35, 086117 (2023)
https://doi.org/10.1063/5.0161142
Published: August 2023
View article titled, Stall margin evaluation and data mining based multi-objective optimization design of casing treatment for an axial compressor rotor
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Journal Articles

Analytical solutions and dynamic behaviors to synchronous oscillation of same bubbles at vertices of cuboid and rectangle

Yupeng Qin (秦玉鹏), 秦玉鹏, Zhen Wang (王振), 王振, Li Zou (邹丽), 邹丽
Journal: Physics of Fluids
Physics of Fluids 35, 082004 (2023)
https://doi.org/10.1063/5.0151939
Published: August 2023
View article titled, Analytical solutions and dynamic behaviors to synchronous oscillation of same bubbles at vertices of cuboid and rectangle
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Journal Articles

Physics-informed neural network based on a new adaptive gradient descent algorithm for solving partial differential equations of flow problems

Li Xiaojian (李孝检), 李孝检, Liu Yuhao (刘宇豪), 刘宇豪, Liu Zhengxian (刘正先), 刘正先
Journal: Physics of Fluids
Physics of Fluids 35, 063608 (2023)
https://doi.org/10.1063/5.0151244
Published: June 2023
View article titled, Physics-informed neural network based on a new adaptive gradient descent algorithm for solving partial differential equations of flow problems
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Journal Articles

Multiobjective and multicondition optimization for a gas–liquid mixed-flow pump based on a three-dimensional inverse design

Ge Zhen-Guo (戈振国), 戈振国, Luo Xing-Qi (罗兴锜), 罗兴锜, Feng Jian-Jun (冯建军), 冯建军, Zhu Guo-Jun (朱国俊), 朱国俊, He Deng-Hui (贺登辉), 贺登辉, Wu Guang-Kuan (吴广宽), 吴广宽
Journal: Physics of Fluids
Physics of Fluids 35, 063328 (2023)
https://doi.org/10.1063/5.0156054
Published: June 2023
View article titled, Multiobjective and multicondition optimization for a gas–liquid mixed-flow pump based on a three-dimensional inverse design
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Journal Articles

Numerical study of head-on collision of two equal-sized compound droplets

Nang X. Ho, Truong V. Vu
Journal: Physics of Fluids
Physics of Fluids 35, 063320 (2023)
https://doi.org/10.1063/5.0153227
Published: June 2023
View article titled, Numerical study of head-on collision of two equal-sized compound droplets
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Journal Articles

Predictive modeling of oil and water saturation during secondary recovery with supervised learning

Muhammad Sulaiman, Naveed Ahmad Khan
Journal: Physics of Fluids
Physics of Fluids 35, 064110 (2023)
https://doi.org/10.1063/5.0152071
Published: June 2023
View article titled, Predictive modeling of oil and water saturation during secondary recovery with supervised learning
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Journal Articles

Shape optimization and hydrodynamic simulation of a Magnus anti-rolling device based on fully parametric modeling

Lin Jianfeng (林健峰), 林健峰, Yao Hua-Dong (姚华栋), 姚华栋, Han Yang (韩阳), 韩阳, Su Yumin (苏玉民), 苏玉民, Zhang Chengsen (张承森), 张承森
Journal: Physics of Fluids
Physics of Fluids 35, 055136 (2023)
https://doi.org/10.1063/5.0152179
Published: May 2023
View article titled, Shape optimization and hydrodynamic simulation of a Magnus anti-rolling device based on fully parametric modeling
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Journal Articles

Investigating the hydraulic performance of slanted axial flow pumps using an enstrophy dissipation-based hybrid optimization approach

Zheming Tong, Zhongqin Yang, Shuiguang Tong, Zekui Shu, Xiangkun Elvis Cao
Journal: Physics of Fluids
Physics of Fluids 35, 057117 (2023)
https://doi.org/10.1063/5.0147050
Published: May 2023
View article titled, Investigating the hydraulic performance of slanted axial flow pumps using an enstrophy dissipation-based hybrid optimization approach
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Journal Articles

Enhancing droplet rebound on superhydrophobic cones

Tang Qingguo (唐庆国), 唐庆国, Xiang Shihan (项诗涵), 项诗涵, Lin Shiji (林世玑), 林世玑, Jin Yakang (靳亚康), 靳亚康, Carlo Antonini, Chen Longquan (陈龙泉), 陈龙泉
Journal: Physics of Fluids
Physics of Fluids 35, 052101 (2023)
https://doi.org/10.1063/5.0145234
Published: May 2023
View article titled, Enhancing droplet rebound on superhydrophobic cones
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Includes: Supplementary data
Journal Articles

Equilibria of liquid drops on pre-stretched, nonlinear elastic membranes through a variational approach

Vineet Nair, Ishan Sharma
Journal: Physics of Fluids
Physics of Fluids 35, 047111 (2023)
https://doi.org/10.1063/5.0140077
Published: April 2023
View article titled, Equilibria of liquid drops on pre-stretched, nonlinear elastic membranes through a variational approach
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Journal Articles

Aerodynamic optimization of airfoil based on deep reinforcement learning

Jinhua Lou (楼锦华), 楼锦华, Rongqian Chen (陈荣钱), 陈荣钱, Jiaqi Liu (柳家齐), 柳家齐, Yue Bao (鲍越), 鲍越, Yancheng You (尤延铖), 尤延铖, Zhengwu Chen (陈正武), 陈正武
Journal: Physics of Fluids
Physics of Fluids 35, 037128 (2023)
https://doi.org/10.1063/5.0137002
Published: March 2023
View article titled, Aerodynamic optimization of airfoil based on deep reinforcement learning
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