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Journal Articles

AutoTurb: Using large language models for automatic algebraic turbulence model discovery

Yu Zhang (张瑜), Kefeng Zheng (郑可风), Fei Liu (柳斐), Qingfu Zhang (张青富), Zhenkun Wang (王振坤)
Journal: Physics of Fluids
Physics of Fluids 37, 015211 (2025)
https://doi.org/10.1063/5.0247759
Published: January 2025
View article titled, AutoTurb: Using large language models for automatic algebraic turbulence model discovery
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Journal Articles

A pseudo-transient pressure gradient method for solving the incompressible Navier–Stokes equations

Editor’s Pick
Ahmad M. Alsaghir, Shashank Mishra, Shaaban Abdallah, Je-Hyeong Bahk
Journal: Physics of Fluids
Physics of Fluids 37, 013618 (2025)
https://doi.org/10.1063/5.0249017
Published: January 2025
View article titled, A pseudo-transient pressure gradient method for solving the incompressible Navier–Stokes equations
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Journal Articles

A framework of parallel physics-informed neural network with Laplace transform for well testing interpretation

Dongyan Fan (樊冬艳), Can Yang (杨灿), Hai Sun (孙海), Jun Yao (姚军), Lei Zhang (张磊), Cunqi Jia (贾存奇), Shuaishi Fu (付帅师), Qian Sang (桑茜)
Journal: Physics of Fluids
Physics of Fluids 37, 014114 (2025)
https://doi.org/10.1063/5.0245547
Published: January 2025
View article titled, A framework of parallel physics-informed neural network with Laplace transform for well testing interpretation
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Journal Articles

Interaction between arc root stagnation-transition and contact erosion during direct current air circuit breaker interruption

Editor’s Pick
Wei Duan (段薇), Jing Li (李静), Yuliang Bao (包玉良), Hao Huang (黄浩), Juncheng Yang (杨竣成), Shuxin Liu (刘树鑫), Yundong Cao (曹云东)
Journal: Physics of Fluids
Physics of Fluids 37, 012103 (2025)
https://doi.org/10.1063/5.0239389
Published: January 2025
View article titled, Interaction between arc root stagnation-transition and contact erosion during direct current air circuit breaker interruption
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Journal Articles

A gradient method for solving the boundary value problem of the underwater large deformation cable

Zhen Wang (王振), Yuyan Ye (叶瑜琰), Li Zou (邹丽), Houyang Zhong (钟后阳), Dejun Li (李德军), Guiting Mao (毛桂庭)
Journal: Physics of Fluids
Physics of Fluids 37, 017109 (2025)
https://doi.org/10.1063/5.0245428
Published: January 2025
View article titled, A gradient method for solving the boundary value problem of the underwater large deformation cable
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Journal Articles

Scaled asymptotic solution nets for unlabeled seepage equation solutions with variable well flow

Qian Wang (王倩), Daolun Li (李道伦), Wenshu Zha (查文舒), Luhang Shen (沈路航), Xiang Li (李祥), Bumin Guo (郭布民), Yantao Xu (徐延涛)
Journal: Physics of Fluids
Physics of Fluids 37, 013607 (2025)
https://doi.org/10.1063/5.0249412
Published: January 2025
View article titled, Scaled asymptotic solution nets for unlabeled seepage equation solutions with variable well flow
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Journal Articles

Calibration of the k– ω shear stress transport turbulence model for transitional boundary layer flows over flat plate and turbulent backward facing step flows

Alperen Yildizeli, Sertac Cadirci
Journal: Physics of Fluids
Physics of Fluids 37, 015120 (2025)
https://doi.org/10.1063/5.0246991
Published: January 2025
View article titled, Calibration of the k– <em>ω</em> shear stress transport turbulence model for transitional boundary layer flows over flat plate and turbulent backward facing step flows
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Journal Articles

An adaptive level-set/square-root-conformation representation/discontinuous Galerkin method for simulating viscoelastic two-phase flow systems

Mengxia Ma (马梦霞), Xiaodong Wang (王晓东), Jie Ouyang (欧阳洁)
Journal: Physics of Fluids
Physics of Fluids 36, 123123 (2024)
https://doi.org/10.1063/5.0243553
Published: December 2024
View article titled, An adaptive level-set/square-root-conformation representation/discontinuous Galerkin method for simulating viscoelastic two-phase flow systems
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Journal Articles

Predicting the depth of rock cutting by abrasive water jet using support vector machine optimized with whale optimization algorithm

Zhongtan Li (李忠潭), Zhaolong Ge (葛兆龙), Qinglin Deng (邓青林), Zhe Zhou (周哲), Chun Zhu (朱淳), Lei Liu (柳磊), Zhi Yao (姚志)
Journal: Physics of Fluids
Physics of Fluids 36, 126633 (2024)
https://doi.org/10.1063/5.0245419
Published: December 2024
View article titled, Predicting the depth of rock cutting by abrasive water jet using support vector machine optimized with whale optimization algorithm
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Journal Articles

Integrated optimization of turbomachinery via discrete adjoint and hierarchical free form deformation parameterization method

Editor’s Pick
Jianshe Zhang (张建设), Yanfeng Zhang (张燕峰), Ziqing Zhang (张子卿), Xu Dong (董旭), Hang Yuan (袁航), Xingen Lu (卢新根)
Journal: Physics of Fluids
Physics of Fluids 36, 126141 (2024)
https://doi.org/10.1063/5.0243625
Published: December 2024
View article titled, Integrated optimization of turbomachinery via discrete adjoint and hierarchical free form deformation parameterization method
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Journal Articles

Control of Tollmien–Schlichting waves using particle swarm optimization

Editor’s Pick
B. Mohammadikalakoo, M. Kotsonis, N. A. K. Doan
Journal: Physics of Fluids
Physics of Fluids 36, 124130 (2024)
https://doi.org/10.1063/5.0243518
Published: December 2024
View article titled, Control of Tollmien–Schlichting waves using particle swarm optimization
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Journal Articles

Multiple scale method integrated physics-informed neural networks for reconstructing transient natural convection

Nagahiro Ohashi (大橋永寛), Nam Phuong Nguyen (Nguyễn Phương Nam), Leslie K. Hwang, Beomjin Kwon (권범진)
Journal: Physics of Fluids
Physics of Fluids 36, 123625 (2024)
https://doi.org/10.1063/5.0243548
Published: December 2024
View article titled, Multiple scale method integrated physics-informed neural networks for reconstructing transient natural convection
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Journal Articles

Construction of drag coefficient models of flake particles with different sectional shapes

Featured
Jihui Li, Gaoming Qiao, Wentao Tao, Jilin Li, Canyu Zhang, Gen Huang, Liqiang Ma, Yiding Zhu
Journal: Physics of Fluids
Physics of Fluids 36, 121708 (2024)
https://doi.org/10.1063/5.0237702
Published: December 2024
View article titled, Construction of drag coefficient models of flake particles with different sectional shapes
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Journal Articles

Compression fracture, heat transfer, and uncertain optimization of launch propellant charge

Xinjia He (何新佳), Xiaoting Rui (芮筱亭), Yan Wang (王燕), Chao Li (黎超)
Journal: Physics of Fluids
Physics of Fluids 36, 123362 (2024)
https://doi.org/10.1063/5.0245286
Published: December 2024
View article titled, Compression fracture, heat transfer, and uncertain optimization of launch propellant charge
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Journal Articles

The effects of hyperparameters on deep learning of turbulent signals

Featured
Panagiotis Tirchas (Παναγιώτης Tίρχας), Dimitris Drikakis (Δημήτρης Δρικάκης), Ioannis W. Kokkinakis (Iωάννης Koκκινάκης), S. Michael Spottswood
Journal: Physics of Fluids
Physics of Fluids 36, 125174 (2024)
https://doi.org/10.1063/5.0245473
Published: December 2024
View article titled, The effects of hyperparameters on deep learning of turbulent signals
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Journal Articles

Topology optimization of microchannel structures for enhanced heat flow in liquid cooling garments

Lujia Li (李鲁佳), Jianan Xu (徐建安), Songjing Li (李松晶)
Journal: Physics of Fluids
Physics of Fluids 36, 127140 (2024)
https://doi.org/10.1063/5.0244742
Published: December 2024
View article titled, Topology optimization of microchannel structures for enhanced heat flow in liquid cooling garments
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Journal Articles

Bio-inspired design for impeller and diffuser optimization to enhance the hydraulic performance of slanted axial flow pumps

Zhongqin Yang, Zheming Tong
Journal: Physics of Fluids
Physics of Fluids 36, 125154 (2024)
https://doi.org/10.1063/5.0244902
Published: December 2024
View article titled, Bio-inspired design for impeller and diffuser optimization to enhance the hydraulic performance of slanted axial flow pumps
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Journal Articles

Interface Equilibrator: Numerical solutions to capillarity and wetting equilibrium and quasi-equilibrium problems

Editor’s Pick
Giuseppe Soligno
Journal: Physics of Fluids
Physics of Fluids 36, 122013 (2024)
https://doi.org/10.1063/5.0242480
Published: December 2024
View article titled, Interface Equilibrator: Numerical solutions to capillarity and wetting equilibrium and quasi-equilibrium problems
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Journal Articles

Control parameter layout of compressor airfoils and adaptive optimization method for boundary extension

Jinxin Cheng, Xiancheng Song, Yong Zhang, Jiang Chen, Hang Xiang
Journal: Physics of Fluids
Physics of Fluids 36, 125146 (2024)
https://doi.org/10.1063/5.0243488
Published: December 2024
View article titled, Control parameter layout of compressor airfoils and adaptive optimization method for boundary extension
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Journal Articles

Improve neural representations with general exponential activation function for high-speed flows

Ge Jin (金戈), Deyou Wang (王德友), Pengfei Si (司鹏飞), Jiao Liu (刘角), Shipeng Li (李世鹏), Ningfei Wang (王宁飞)
Journal: Physics of Fluids
Physics of Fluids 36, 126117 (2024)
https://doi.org/10.1063/5.0239889
Published: December 2024
View article titled, Improve neural representations with general exponential activation function for high-speed flows
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