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USD 120 /hr
Hire Ali R.
United States
USD 120 /hr

Machine Learning and Artificial Inteligenec

Profile Summary
Subject Matter Expertise
Services
Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Data Mining, Data Cleaning, Data Processing, Data Insights
Work Experience

Senior Data Scientist

SLB

May 2021 - May 2024

Education

MS in Data Science

University of Texas

August 2021 - May 2025

PhD (Petroleum Engineering)

University of Houston

September 2016 - August 2018

Certifications
Publications
JOURNAL ARTICLE
Ali Rezaei, Mohamed Adel Gabry, Ibrahim Eltaleb, Amr Ramadan, Mohamed Y. Soliman (2024). Hydraulic Fracture Closure Detection Techniques: A Comprehensive Review . Energies.
Ali Rezaei, Fred Aminzadeh (2022). A Data-Driven Reduced-Order Model for Estimating the Stimulated Reservoir Volume (SRV) . Energies.
(2020). A global sensitivity analysis and reduced-order models for hydraulically fractured horizontal wells . Computational Geosciences.
Rezaei, A., Nakshatrala, K.B., Siddiqui, F., Dindoruk, B., Soliman, M.(2020). A global sensitivity analysis and reduced-order models for hydraulically fractured horizontal wells . Computational Geosciences.
(2019). Applications of the fast multipole fully coupled poroelastic displacement discontinuity method to hydraulic fracturing problems . Journal of Computational Physics.
Rezaei, A., Dindoruk, B., Soliman, M.Y.(2019). On parameters affecting the propagation of hydraulic fractures from infill wells . Journal of Petroleum Science and Engineering. 182.
Rezaei, A., Siddiqui, F., Bornia, G., Soliman, M.(2019). Applications of the fast multipole fully coupled poroelastic displacement discontinuity method to hydraulic fracturing problems . Journal of Computational Physics. 399.
Rezaei, A., Bornia, G., Rafiee, M., Soliman, M., Morse, S.(2018). Analysis of refracturing in horizontal wells: Insights from the poroelastic displacement discontinuity method . International Journal for Numerical and Analytical Methods in Geomechanics.
CONFERENCE PAPER
Rezaei, A., Siddiqui, F., Callen, N., Gordon, P., Soliman, M.(2020). Pulsed power plasma to enhance near wellbore permeability and improve well performance . Society of Petroleum Engineers - SPE Hydraulic Fracturing Technology Conference and Exhibition 2020, HFTC 2020.
Siddiqui, F., Rezaei, A., Dindoruk, B., Soliman, M.Y.(2019). Eagle ford fluid type variation and completion optimization: A case for data analytics . SPE/AAPG/SEG Unconventional Resources Technology Conference 2019, URTC 2019.
Unal, E., Rezaei, A., Siddiqui, F., Likrama, F., Soliman, M., Dindoruk, B.(2019). Improved understanding of dynamic fracture behavior in unconventional horizontal wells using wavelet transformation . Proceedings - SPE Annual Technical Conference and Exhibition. 2019-September.
Unal, E., Siddiqui, F., Rezaei, A., Eltaleb, I., Kabir, S., Soliman, M.Y., Dindoruk, B.(2019). Use of wavelet transform and signal processing techniques for inferring interwell connectivity in waterflooding operations . Proceedings - SPE Annual Technical Conference and Exhibition. 2019-September.
Rezaei, A. and Siddiqui, F. and Bornia, G. and Soliman, M.Y. and Rafiee, M. and Morse, S.(2017). A Novel Approach to Efficiently Solve Displacement Discontinuity Problems in Poroelastic Media. 51th US Rock Mechanics/Geomechanics Symposium.
Rezaei, A., Rafiee, M., Bornia, G., Soliman, M., Morse, S.(2017). Protection refrac: Analysis of pore pressure and stress change due to refracturing of legacy wells . SPE/AAPG/SEG Unconventional Resources Technology Conference 2017.
Rezaei, A., Rafiee, M., Siddiqui, F., Soliman, M., Bornia, G.(2017). The role of pore pressure depletion in propagation of new hydraulic fractures during refracturing of horizontal wells . Proceedings - SPE Annual Technical Conference and Exhibition.
Rezaei, A., Rafiee, M., Siddiqui, F., Soliman, M., Bornia, G.(2017). The role of pore pressure depletion in propagation of new hydraulic fractures during refracturing of horizontal wells . Proceedings - SPE Annual Technical Conference and Exhibition.
Rezaei, A., Rafiee, M., Soliman, M., Morse, S.(2015). Investigation of sequential and simultaneous well completion in horizontal wells using a non-planar, fully coupled hydraulic fracture simulator . 49th US Rock Mechanics / Geomechanics Symposium 2015. 3. p. 1911-1923.
Bazargan, M., Soliman, M., Habibpour, M., Rezaei, A.(2014). Plasma torch perforation to route hydraulic fracturing operation in unconventional reservoirs . 48th US Rock Mechanics / Geomechanics Symposium 2014. 3. p. 2083-2091.
PREPRINT
(2018). Application of the Fast Multipole Fully Coupled Poroelastic Displacement Discontinuity Method to Hydraulic Fracturing Problems .
(2018). A global sensitivity analysis and reduced order models for hydraulically-fractured horizontal wells.
BOOK
Soliman, Mohamed Y and Dusterhoft, Ron(2016). Fracturing Horizontal Wells. McGraw Hill Professional