Muhammad Arif
Doctoral Researcher
Department of Technical Physics, Faculty of Science, Forestry and Technology
muhammad.arif@uef.fi
Research groups
Publications
6/6 items-
Deep learning-assisted dual-modal tomography for phase flow rate estimation in two-phase oil-water flow systems
Arif, M Ziaul; Lähivaara, Timo; Vauhkonen, Marko. 2024. Measurement science and technology. 35: -
Deep Learning Approach for Oil Flow Rate Estimation in Two-Phase Flow using Dual-Modal Electrical Tomography
Arif, M Ziaul; Vauhkonen, Marko. Teoksessa: (toim.) , 2023. 11th World Congress on Industrial Process Tomography, Mexico City, Mexico, 6-8 September 2023. s. 64-69. International Society for Industrial Process Tomography ISIPT -
Dual-Modal Electrical Imaging of Two-Phase Flow—Experimental Evaluation of the State Estimation Approach
Arif, M. Ziaul; Seppänen, Aku; Kolehmainen, Ville; Vauhkonen, Marko. 2023. Sensors. 23: -
State Estimation Approach for Spatio-Temporal Two-Phase Flow Imaging using Dual-Modal Electrical Tomography
Vauhkonen, Marko; Arif, M Ziaul; Seppänen, Aku. Teoksessa: (toim.) , 2023. 11th World Congress on Industrial Process Tomography, Mexico City, Mexico, 6-8 September 2023. s. 2-7. International Society for Industrial Process Tomography ISIPT -
State estimation approach to dual-modal imaging of two-phase flow based on electromagnetic flow tomography and electrical tomography
Arif, M. Ziaul; Seppänen, Aku; Vauhkonen, Marko. 2023. Inverse problems. 39: -
Joint Reconstruction of Conductivity and Velocity in Two-Phase Flows Using Electromagnetic Flow Tomography and Electrical Tomography: A Simulation Study
Arif, M. Ziaul; Lehtikangas, Ossi; Seppänen, Aku; Kolehmainen, Ville; Vauhkonen, Marko. 2021. IEEE transactions on instrumentation and measurement. 70: 1010017