1-20 of 25
Data analysis
Close
Save search
Follow your search
Access your saved searches in your account
Close Modal
Sort by
Journal Articles

Predicting and analyzing the three-dimensional spatiotemporal evolution process of tidal currents by using a brand new machine learning algorithm

Xinyu Huang (黄心裕), Jun Tang (唐军), Yongming Shen (沈永明), Chenhao Zhang (张宸浩)
Journal: Physics of Fluids
Physics of Fluids 37, 016609 (2025)
https://doi.org/10.1063/5.0249244
Published: January 2025
View article titled, Predicting and analyzing the three-dimensional spatiotemporal evolution process of tidal currents by using a brand new machine learning algorithm
Open the PDF for Predicting and analyzing the three-dimensional spatiotemporal evolution process of tidal currents by using a brand new machine learning algorithm in another window
Journal Articles

Prediction of coal structures and its gas-bearing properties based on geophysical logging parameters: A case study in Anze block, China

Kun Zhang (张昆), Ming Li (李明), Zhaoping Meng (孟召平)
Journal: Physics of Fluids
Physics of Fluids 36, 126618 (2024)
https://doi.org/10.1063/5.0241275
Published: December 2024
View article titled, Prediction of coal structures and its gas-bearing properties based on geophysical logging parameters: A case study in Anze block, China
Open the PDF for Prediction of coal structures and its gas-bearing properties based on geophysical logging parameters: A case study in Anze block, China in another window
Journal Articles

Spatiotemporal feature extraction using frequency-domain approach for flow-field data analysis

Tsubasa Ikami, Masaki Okawa, Makoto Takagi, Yasuhiro Egami, Yu Matsuda, Hiroki Nagai
Journal: Physics of Fluids
Physics of Fluids 36, 127122 (2024)
https://doi.org/10.1063/5.0233760
Published: December 2024
View article titled, Spatiotemporal feature extraction using frequency-domain approach for flow-field data analysis
Open the PDF for Spatiotemporal feature extraction using frequency-domain approach for flow-field data analysis in another window
Journal Articles

On the onset of thermal convection in a rotating spherical shell with spatially heterogeneous heat source distribution

Dheeraj Kumar Sharma, Swarandeep Sahoo
Journal: Physics of Fluids
Physics of Fluids 36, 124104 (2024)
https://doi.org/10.1063/5.0241806
Published: December 2024
View article titled, On the onset of thermal convection in a rotating spherical shell with spatially heterogeneous heat source distribution
Open the PDF for On the onset of thermal convection in a rotating spherical shell with spatially heterogeneous heat source distribution in another window
Journal Articles

Coherent flow structures and magnetic field patterns in rotating spherical shell convective dynamos: A data-driven approach

Priyabrata Mukherjee, Swarandeep Sahoo
Journal: Physics of Fluids
Physics of Fluids 36, 116604 (2024)
https://doi.org/10.1063/5.0235675
Published: November 2024
View article titled, Coherent flow structures and magnetic field patterns in rotating spherical shell convective dynamos: A data-driven approach
Open the PDF for Coherent flow structures and magnetic field patterns in rotating spherical shell convective dynamos: A data-driven approach in another window
Journal Articles

Applicability of ensemble learning in total organic carbon and porosity evaluation of shales

Luchuan Zhang (张鲁川), Yibo Li (李一博), Lei Zhang (张雷), Dianshi Xiao (肖佃师), Haijie Zhang (张海杰), Xuejuan Zhang (张学娟), Ruhao Liu (刘如昊), Tongtong Luo (罗彤彤), Yabing Xing (邢亚冰), Weiming Chen (陈维铭), Lin Jiang (蒋琳), Lei Chen (陈磊), Bo Wang (王博)
Journal: Physics of Fluids
Physics of Fluids 36, 106632 (2024)
https://doi.org/10.1063/5.0233778
Published: October 2024
View article titled, Applicability of ensemble learning in total organic carbon and porosity evaluation of shales
Open the PDF for Applicability of ensemble learning in total organic carbon and porosity evaluation of shales in another window
Journal Articles

Dynamics of round turbulent offset jets in quiescent and coflowing environments

Fatemeh Hakimi, Babak Khorsandi
Journal: Physics of Fluids
Physics of Fluids 36, 105156 (2024)
https://doi.org/10.1063/5.0230229
Published: October 2024
View article titled, Dynamics of round turbulent offset jets in quiescent and coflowing environments
Open the PDF for Dynamics of round turbulent offset jets in quiescent and coflowing environments in another window
Journal Articles

Large scale analysis of three-dimensional turbulent von Kármán swirling flows

R. Bousquet, O. Chaffard, M. Creff, D. Lucor, C. Nore
Journal: Physics of Fluids
Physics of Fluids 36, 105133 (2024)
https://doi.org/10.1063/5.0227495
Published: October 2024
View article titled, Large scale analysis of three-dimensional turbulent von Kármán swirling flows
Open the PDF for Large scale analysis of three-dimensional turbulent von Kármán swirling flows in another window
Journal Articles

Relationship of flow pattern, vibration, and noise in automobile refrigerant system and flow pattern identification based on convolutional neural network

Qin Zhao (赵勤), Xin-Gang Zhu (朱新港), Yan-Song He (贺岩松), Wen-Yu Jia (贾文宇), Zhi-Fu Zhou (周致富)
Journal: Physics of Fluids
Physics of Fluids 36, 094127 (2024)
https://doi.org/10.1063/5.0225959
Published: September 2024
View article titled, Relationship of flow pattern, vibration, and noise in automobile refrigerant system and flow pattern identification based on convolutional neural network
Open the PDF for Relationship of flow pattern, vibration, and noise in automobile refrigerant system and flow pattern identification based on convolutional neural network in another window
Journal Articles

Prophet modeling for oil production forecasting in an enhanced oil recovery field

H. K. Chavan, R. K. Sinharay
Journal: Physics of Fluids
Physics of Fluids 36, 093107 (2024)
https://doi.org/10.1063/5.0224299
Published: September 2024
View article titled, Prophet modeling for oil production forecasting in an enhanced oil recovery field
Open the PDF for Prophet modeling for oil production forecasting in an enhanced oil recovery field in another window
Journal Articles

Multiphase flow analysis of complex wellbore–fracture–cave connections in condensate gas reservoirs

Quanyu Pan (潘泉羽), Linsong Cheng (程林松), Pin Jia (贾品), Yinpeng Da (达引朋), Jianhui Li (李建辉), Chong Cao (曹冲), Zhihao Jia (贾志豪), Renyi Cao (曹仁义)
Journal: Physics of Fluids
Physics of Fluids 36, 083353 (2024)
https://doi.org/10.1063/5.0224047
Published: August 2024
View article titled, Multiphase flow analysis of complex wellbore–fracture–cave connections in condensate gas reservoirs
Open the PDF for Multiphase flow analysis of complex wellbore–fracture–cave connections in condensate gas reservoirs in another window
Journal Articles

Comprehensive early warning of rockburst hazards based on unsupervised learning

Yue Song (宋玥), Enyuan Wang (王恩元), Hengze Yang (杨恒泽), Chengfei Liu (刘承飞), Yangyang Di (狄洋阳), Baolin Li (李保林), Dong Chen (陈栋)
Journal: Physics of Fluids
Physics of Fluids 36, 076628 (2024)
https://doi.org/10.1063/5.0221722
Published: July 2024
View article titled, Comprehensive early warning of rockburst hazards based on unsupervised learning
Open the PDF for Comprehensive early warning of rockburst hazards based on unsupervised learning in another window
Journal Articles

CO2 injection-based enhanced methane recovery from carbonate gas reservoirs via deep learning

Yize Huang (黄熠泽), Xizhe Li (李熙喆), Derek Elsworth, Xiaohua Liu (刘晓华), Pengliang Yu (于鹏亮), Chao Qian (钱超)
Journal: Physics of Fluids
Physics of Fluids 36, 063102 (2024)
https://doi.org/10.1063/5.0212652
Published: June 2024
View article titled, CO<sub>2</sub> injection-based enhanced methane recovery from carbonate gas reservoirs via deep learning
Open the PDF for CO<sub>2</sub> injection-based enhanced methane recovery from carbonate gas reservoirs via deep learning in another window
Journal Articles

Unsupervised contrastive learning: Shale porosity prediction based on conventional well logging

Lu Qiao (乔露), Shengyu Yang (杨升宇), Qinhong Hu (胡钦红), Huijun Wang (王惠君), Taohua He (何涛华)
Journal: Physics of Fluids
Physics of Fluids 36, 056613 (2024)
https://doi.org/10.1063/5.0206449
Published: May 2024
View article titled, Unsupervised contrastive learning: Shale porosity prediction based on conventional well logging
Open the PDF for Unsupervised contrastive learning: Shale porosity prediction based on conventional well logging in another window
Journal Articles

Advancing fluid identification via well-logging data: Leveraging persistent initialization and transformer modeling

Youzhuang Sun (孙有壮), Shanchen Pang (庞善臣), Yongan Zhang (张永安)
Journal: Physics of Fluids
Physics of Fluids 36, 046611 (2024)
https://doi.org/10.1063/5.0201664
Published: April 2024
View article titled, Advancing fluid identification via well-logging data: Leveraging persistent initialization and transformer modeling
Open the PDF for Advancing fluid identification via well-logging data: Leveraging persistent initialization and transformer modeling in another window
Journal Articles

Reappraisal of plane wall jet self-similarity

L. Djenidi, Amit Agrawal (अमित अग्रवाल)
Journal: Physics of Fluids
Physics of Fluids 36, 045126 (2024)
https://doi.org/10.1063/5.0202796
Published: April 2024
View article titled, Reappraisal of plane wall jet self-similarity
Open the PDF for Reappraisal of plane wall jet self-similarity in another window
Journal Articles

The identification of gas–liquid two-phase flow patterns in a centrifugal pump with an imbalanced sample and variable rotational speeds

Su-Ting Li (李苏汀), Rui-Lin Li (李芮林), Deng-Hui He (贺登辉), Rui Huang (黄锐), Shuai-Hui Sun (孙帅辉)
Journal: Physics of Fluids
Physics of Fluids 36, 023364 (2024)
https://doi.org/10.1063/5.0197688
Published: February 2024
View article titled, The identification of gas–liquid two-phase flow patterns in a centrifugal pump with an imbalanced sample and variable rotational speeds
Open the PDF for The identification of gas–liquid two-phase flow patterns in a centrifugal pump with an imbalanced sample and variable rotational speeds in another window
Journal Articles

An improved mode time coefficient for dynamic mode decomposition

Lianchao Xu (徐连超), Zhengxian Liu (刘正先), Xiaojian Li (李孝检), Ming Zhao (赵明), Yijia Zhao (赵祎佳)
Journal: Physics of Fluids
Physics of Fluids 35, 105106 (2023)
https://doi.org/10.1063/5.0166272
Published: October 2023
View article titled, An improved mode time coefficient for dynamic mode decomposition
Open the PDF for An improved mode time coefficient for dynamic mode decomposition in another window
Journal Articles

An attention-mechanism incorporated deep recurrent optical flow network for particle image velocimetry

Han Yuxuan (韩宇轩), Wang Qian (王倩)
Journal: Physics of Fluids
Physics of Fluids 35, 075122 (2023)
https://doi.org/10.1063/5.0155124
Published: July 2023
View article titled, An attention-mechanism incorporated deep recurrent optical flow network for particle image velocimetry
Open the PDF for An attention-mechanism incorporated deep recurrent optical flow network for particle image velocimetry in another window
Journal Articles

Data-driven system identification of hydrodynamic maneuvering coefficients from free-running tests

Guillermo Chillcce, Ould el Moctar
Journal: Physics of Fluids
Physics of Fluids 35, 057122 (2023)
https://doi.org/10.1063/5.0148219
Published: May 2023
View article titled, Data-driven system identification of hydrodynamic maneuvering coefficients from free-running tests
Open the PDF for Data-driven system identification of hydrodynamic maneuvering coefficients from free-running tests in another window