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Hicham Ferroudji, Muhammad Saad Khan, Abinash Barooah, Wahib A. Al-Ammari, Ibrahim Hassan, Rashid Hassan, Ahmad K. Sleiti, Sina Rezaei Gomari, Matthew Hamilton, Mohammad Azizur Rahman

Chen Ling, Takashi Hibiki

Jefferson Dos Santos Ambrosio, Marco Jose da Silva, André Eugênio Lazzaretti

Montadhar Guesmi, Johannes Manthey, Simon Unz, Richard Schab, Michael Beckmann

Xingming Wang, Xiangyu Wang, Qiaozhu Wang, Yuanyuan Yang, Xiong Han, Zhipeng Xu, Luqing Li

Geethal Siriwardana, Anjan Rajapakse, Thilaksiri Bandara, Dulini Mudunkotuwa, Darshana Makavita

Xinyi Chen, Kaihui Cui, Bing Xiang, Xiaoyue Wang, Runci Song, Kefeng Fang, Xiangyang Li, Jie Chen, Chao Yang

Haikang He, Ziqiang Zhou, Baojiang Sun, Xuefeng Li, Xiaohui Sun

Mohammadreza Shirzadi, Yuki Yuhara, Tomonori Fukasawa, Kunihiro Fukui, Toru Ishigami

Yunyu Qiu, Junfeng Li, Zihao Wang, Ryo Yokoyama, Kai Wang, Jiayue Chen

Vijay Kuberan, Sateesh Gedupudi

A. M. Al-Khudafi, H. A. Al-Sharifi, A. S. AL-Dogail, A. T. Al-Yazidi, S. S. Deumah, W. A. Yahya

Junxian Wang, Zhenwei Huang, Ya Xu, Dailiang Xie

Zili Huang, Yihua Duo, Hong Xu

Yanfang Yu, Bo Li, Huibo Meng, Jiawei Zhang, Kexin Xiang, Peng Yang

July Andrea Gomez Camperos, Marlon Mauricio Hernández Cely, Aldo Pardo García

Sergio Alejandro Holguin-Garcia, Ernesto Guevara-Navarro, Alvaro Eduardo Daza-Chica, Maria Alejandra Patiño-Claro, Harold Brayan Arteaga-Arteaga, Gonzalo A. Ruz, Reinel Tabares-Soto, Mario Alejandro Bravo-Ortiz

H. A. Al-Sharifi, A. M. Alkhudafi, A. A. Al-Gathe, S. O. Baarimah, Wahbi Al-Ameri, A. T. Alyazidi

Noor Hafsa, Sayeed Rushd, Hazzaz Yousuf

Maasoumeh ShadSanjabad, AmirHossein Feghhi, Reza Ghaderi

Harold Brayan Arteaga-Arteaga, Mariana S Candamil-Cortés, Brian Breaux, Pablo Guillen-Rondon, Simon Orozco-Arias, Reinel Tabares-Soto

María Ximena Arias-Barahona, Harold Brayan Arteaga-Arteaga, Simón Orozco-Arias, Juan Camilo Flórez-Ruíz, Mario Andrés Valencia-Díaz, Reinel Tabares-Soto

Gutierrez-Portela Fernando, Arteaga-Arteaga Harold Brayan, Almenares Mendoza Florina, Calderón-Benavides Liliana, Acosta-Mesa Héctor-Gabriel, Tabares-Soto Reinel

R. M. Elgaddafi, R. Ahmed, S. Salehi, M. T. Alsaba, B. M. Biltayib, C. C. Ikeokwu, K. W. Amadi

Harold Brayan Arteaga-Arteaga, Melissa delaPava, Alejandro Mora-Rubio, Mario Alejandro Bravo-Ortíz, Jesus Alejandro Alzate-Grisales, Daniel Arias-Garzón, Luis Humberto López-Murillo, Felipe Buitrago-Carmona, Juan Pablo Villa-Pulgarín, Esteban Mercado-Ruiz, Fernanda Martínez Rodríguez, Maria Jose Palancares Sosa, Sonia H. Contreras-Ortiz, Simon Orozco-Arias, Mahmoud Hassaballah, María de la Iglesia Vayá, Oscar Cardona-Morales, Reinel Tabares-Soto

Kazuki Okamoto, Tomohito Wakasa, Jun Taniguchi, Shin-ichi Satake

2025	Comprehensive analysis of leak impacts on liquid-gas multiphase flow using statistical, wavelet transform, and machine learning approaches Process Safety and Environmental Protection Hicham Ferroudji, Muhammad Saad Khan, Abinash Barooah, Wahib A. Al-Ammari, Ibrahim Hassan, Rashid Hassan, Ahmad K. Sleiti, Sina Rezaei Gomari, Matthew Hamilton, Mohammad Azizur Rahman
2025	Advances in machine learning for data-driven classification of gas–liquid flow regimes International Communications in Heat and Mass Transfer Chen Ling, Takashi Hibiki
2025	A Deep Learning-Based Approach for Two-Phase Flow Pattern Classification Using Void Fraction Time Series Analysis IEEE Access Jefferson Dos Santos Ambrosio, Marco Jose da Silva, André Eugênio Lazzaretti
2025	Gas liquid flow pattern prediction in horizontal and slightly inclined pipes: From mechanistic modelling to machine learning Applied Mathematical Modelling Montadhar Guesmi, Johannes Manthey, Simon Unz, Richard Schab, Michael Beckmann
2025	Geant4-Based Logging-While-Drilling Gamma Gas Detection for Quantitative Inversion of Downhole Gas Content Processes Xingming Wang, Xiangyu Wang, Qiaozhu Wang, Yuanyuan Yang, Xiong Han, Zhipeng Xu, Luqing Li
2025	Multiclass classification of two-phase flow patterns using classical and deep learning models with automated hyperparameter optimization International Communications in Heat and Mass Transfer Geethal Siriwardana, Anjan Rajapakse, Thilaksiri Bandara, Dulini Mudunkotuwa, Darshana Makavita
2025	Developing a general and robust machine learning-based method to identify flow regimes in a bubble column Chemical Engineering Science Xinyi Chen, Kaihui Cui, Bing Xiang, Xiaoyue Wang, Runci Song, Kefeng Fang, Xiangyang Li, Jie Chen, Chao Yang
2025	Study on the prediction method of oil-water two-phase flow pattern and oil holdup Geoenergy Science and Engineering Haikang He, Ziqiang Zhou, Baojiang Sun, Xuefeng Li, Xiaohui Sun
2025	Unraveling Oil–Microbubble Interactions via a Ternary Phase-Field Model and Machine Learning for Enhanced Surface Cleaning Langmuir Mohammadreza Shirzadi, Yuki Yuhara, Tomonori Fukasawa, Kunihiro Fukui, Toru Ishigami
2025	A systematic review of machine learning applications in gas-liquid two-phase flow: From physical modeling to data-driven insights International Communications in Heat and Mass Transfer Yunyu Qiu, Junfeng Li, Zihao Wang, Ryo Yokoyama, Kai Wang, Jiayue Chen
2025	Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces International Journal of Heat and Mass Transfer Vijay Kuberan, Sateesh Gedupudi
2025	Middle East Oil, Gas and Geosciences Show (MEOS GEO) A. M. Al-Khudafi, H. A. Al-Sharifi, A. S. AL-Dogail, A. T. Al-Yazidi, S. S. Deumah, W. A. Yahya
2024	Gas–Liquid Two-Phase Flow Measurement Based on Optical Flow Method with Machine Learning Optimization Model Applied Sciences Junxian Wang, Zhenwei Huang, Ya Xu, Dailiang Xie
2024	Prediction of two-phase flow patterns based on machine learning Nuclear Engineering and Design Zili Huang, Yihua Duo, Hong Xu
2024	Multiscale Turbulence Characteristics of Gas–Liquid Pressure Fluctuations in an Industrial Quatro Static Mixer Industrial & Engineering Chemistry Research Yanfang Yu, Bo Li, Huibo Meng, Jiawei Zhang, Kexin Xiang, Peng Yang
2024	Artificial Intelligence Techniques for the Hydrodynamic Characterization of Two-Phase Liquid–Gas Flows: An Overview and Bibliometric Analysis Fluids July Andrea Gomez Camperos, Marlon Mauricio Hernández Cely, Aldo Pardo García
2024	Multiphase Transport of Hydrocarbons in Pipes
2024	A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure BMC Medical Informatics and Decision Making Sergio Alejandro Holguin-Garcia, Ernesto Guevara-Navarro, Alvaro Eduardo Daza-Chica, Maria Alejandra Patiño-Claro, Harold Brayan Arteaga-Arteaga, Gonzalo A. Ruz, Reinel Tabares-Soto, Mario Alejandro Bravo-Ortiz
2024	International Petroleum Technology Conference H. A. Al-Sharifi, A. M. Alkhudafi, A. A. Al-Gathe, S. O. Baarimah, Wahbi Al-Ameri, A. T. Alyazidi
2023	Comparative Performance of Machine-Learning and Deep-Learning Algorithms in Predicting Gas–Liquid Flow Regimes Processes Noor Hafsa, Sayeed Rushd, Hazzaz Yousuf
2023	Regime independent flow rate prediction in a gas-liquid two-phase facility based on gamma ray technique and one detector using multi-feature extraction Flow Measurement and Instrumentation Maasoumeh ShadSanjabad, AmirHossein Feghhi, Reza Ghaderi
2023	Machine learning applications on intratumoral heterogeneity in glioblastoma using single-cell RNA sequencing data Briefings in Functional Genomics Harold Brayan Arteaga-Arteaga, Mariana S Candamil-Cortés, Brian Breaux, Pablo Guillen-Rondon, Simon Orozco-Arias, Reinel Tabares-Soto
2023	Requests classification in the customer service area for software companies using machine learning and natural language processing PeerJ Computer Science María Ximena Arias-Barahona, Harold Brayan Arteaga-Arteaga, Simón Orozco-Arias, Juan Camilo Flórez-Ruíz, Mario Andrés Valencia-Díaz, Reinel Tabares-Soto
2023	Enhancing Intrusion Detection in IoT Communications Through ML Model Generalization With a New Dataset (IDSAI) IEEE Access Gutierrez-Portela Fernando, Arteaga-Arteaga Harold Brayan, Almenares Mendoza Florina, Calderón-Benavides Liliana, Acosta-Mesa Héctor-Gabriel, Tabares-Soto Reinel
2023	SPE Nigeria Annual International Conference and Exhibition R. M. Elgaddafi, R. Ahmed, S. Salehi, M. T. Alsaba, B. M. Biltayib, C. C. Ikeokwu, K. W. Amadi
2022	Advances in Medical Diagnosis, Treatment, and Care Harold Brayan Arteaga-Arteaga, Melissa delaPava, Alejandro Mora-Rubio, Mario Alejandro Bravo-Ortíz, Jesus Alejandro Alzate-Grisales, Daniel Arias-Garzón, Luis Humberto López-Murillo, Felipe Buitrago-Carmona, Juan Pablo Villa-Pulgarín, Esteban Mercado-Ruiz, Fernanda Martínez Rodríguez, Maria Jose Palancares Sosa, Sonia H. Contreras-Ortiz, Simon Orozco-Arias, Mahmoud Hassaballah, María de la Iglesia Vayá, Oscar Cardona-Morales, Reinel Tabares-Soto
2022	Using Machine Learning to Predict the Durability of a Mold for Producing Nanostructures in Ultraviolet Nanoimprint Lithography Journal of Photopolymer Science and Technology Kazuki Okamoto, Tomohito Wakasa, Jun Taniguchi, Shin-ichi Satake
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