Dr Mohammad Ebadi

E-mail

m.ebadi@unsw.edu.au

Journal articles | 2024

Alfazazi U; Bedeaux D; Kjelstrup S; Moura M; Ebadi M; Mostaghimi P; McClure JE; Armstrong RT, 2024, 'Interpreting pore-scale fluctuations: Predicting transport coefficients in multiphase flow through porous media using the Green-Kubo formulation—An experimental investigation', Physics of Fluids, 36,

Journal articles | 2024

Ebadi M; McClure J; Mostaghimi P; Armstrong RT, 2024, 'Bridging the gap: Connecting pore-scale and continuum-scale simulations for immiscible multiphase flow in porous media', Physics of Fluids, 36,

Journal articles | 2024

Ebadi M; McClure J; Mostaghimi P; Armstrong RT, 2024, 'Investigating an extended multiphase flow model that includes specific interfacial area', Computer Methods in Applied Mechanics and Engineering, 418,

Journal articles | 2023

Ajrian A; Ebadi M; Delijani EB; Koroteev D, 2023, 'SERIAL AND DIFFERENT PARALLEL IMPLEMENTATIONS OF LATTICE BOLTZMANN METHOD IN PYTHON: A COMPARATIVE ANALYSIS', Computational Thermal Sciences, 15, pp. 55 - 70,

Journal articles | 2023

Najafi A; Siavashi J; Ebadi M; Orlov D; Sharifi M; Fahimpour J; Keshavarz Moraveji M; Koroteev D, 2023, 'Using computational fluid dynamics to compute the pore-scale CO2-brine relative permeability', Fuel, 341,

Journal articles | 2022

Ebadi M; Armstrong RT; Mostaghimi P; Wang YD; Alqahtani N; Amirian T; James LA; Parmar A; Zahra D; Hamze H; Koroteev D, 2022, 'Predictive Soft Computing Methods for Building Digital Rock Models Verified by Positron Emission Tomography Experiments', Water Resources Research, 58,

Journal articles | 2022

Ebadi M; Orlov D; Alekseev V; Burukhin A; Krutko V; Koroteev D, 2022, 'Lift the veil of secrecy in sub-resolved pores by Xe-enhanced computed tomography', Fuel, 328,

Journal articles | 2022

Siavashi J; Najafi A; Ebadi M; Sharifi M, 2022, 'A CNN-based approach for upscaling multiphase flow in digital sandstones', Fuel, 308,

Journal articles | 2021

Ebadi M; Orlov D; Makhotin I; Krutko V; Belozerov B; Koroteev D, 2021, 'Strengthening the digital rock physics, using downsampling for sub-resolved pores in tight sandstones', Journal of Natural Gas Science and Engineering, 89,

Journal articles | 2021

Ebadi M; Zabihifar SH; Bezyan Y; Koroteev D, 2021, 'A nonlinear solver based on an adaptive neural network, introduction and application to porous media flow', Journal of Natural Gas Science and Engineering, 87,

Journal articles | 2021

Najafi A; Siavashi J; Ebadi M; Sharifi M; Fahimpour J; Koroteev D, 2021, 'Upscaling permeability anisotropy in digital sandstones using convolutional neural networks', Journal of Natural Gas Science and Engineering, 96,

Journal articles | 2021

Orlov D; Ebadi M; Muravleva E; Volkhonskiy D; Erofeev A; Savenkov E; Balashov V; Belozerov B; Krutko V; Yakimchuk I; Evseev N; Koroteev D, 2021, 'Different methods of permeability calculation in digital twins of tight sandstones', Journal of Natural Gas Science and Engineering, 87,

Journal articles | 2021

Sidorenko M; Orlov D; Ebadi M; Koroteev D, 2021, 'Deep learning in denoising of micro-computed tomography images of rock samples', Computers and Geosciences, 151,

Journal articles | 2019

Bezyan Y; Ebadi M; Gerami S; Rafati R; Sharifi M; Koroteev D, 2019, 'A novel approach for solving nonlinear flow equations: The next step towards an accurate assessment of shale gas resources', Fuel, 236, pp. 622 - 635,

Journal articles | 2015

Ahmadi MA; Ebadi M; Samadi A; Siuki MZ, 2015, 'Phase Equilibrium Modeling of Clathrate Hydrates of Carbon Dioxide + 1,4-Dioxine Using Intelligent Approaches', Journal of Dispersion Science and Technology, 36, pp. 236 - 244,

Journal articles | 2014

Ahmadi MA; Ahmadi MR; Hosseini SM; Ebadi M, 2014, 'Connectionist model predicts the porosity and permeability of petroleum reservoirs by means of petro-physical logs: Application of artificial intelligence', Journal of Petroleum Science and Engineering, 123, pp. 183 - 200,

Journal articles | 2014

Ahmadi MA; Ebadi M; Hosseini SM, 2014, 'Prediction breakthrough time of water coning in the fractured reservoirs by implementing low parameter support vector machine approach', Fuel, 117, pp. 579 - 589,

Journal articles | 2014

Ahmadi MA; Ebadi M; Marghmaleki PS; Fouladi MM, 2014, 'Evolving predictive model to determine condensate-to-gas ratio in retrograded condensate gas reservoirs', Fuel, 124, pp. 241 - 257,

Journal articles | 2014

Ahmadi MA; Ebadi M; Yazdanpanah A, 2014, 'Robust intelligent tool for estimating dew point pressure in retrograded condensate gas reservoirs: Application of particle swarm optimization', JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 123, pp. 7 - 19,

Journal articles | 2014

Ahmadi MA; Ebadi M, 2014, 'Evolving smart approach for determination dew point pressure through condensate gas reservoirs', Fuel, 117, pp. 1074 - 1084,

Journal articles | 2014

Ahmadi MA; Ebadi M, 2014, 'Fuzzy Modeling and Experimental Investigation of Minimum Miscible Pressure in Gas Injection Process', Fluid Phase Equilibria, 378, pp. 1 - 12,

Journal articles | 2013

Ahmadi MA; Shadizadeh SR; Ebadi M; Khalighi Sheshdeh R, 2013, 'RETRACTED ARTICLE: Prediction of condensate-to-gas ratio by using stochastic particle swarm optimization and neural network', Neural Computing and Applications, 23, pp. 571,

Journal articles | 2012

Ebadi M; Ahmadi MA; Hikoei KF; Rashidinia N, 2012, 'Application of fuzzy decision tree analysis for prediction asphaltene precipitation due natural depletion; case study', Australian Journal of Basic and Applied Sciences, 6, pp. 190 - 197

Pore-Scale Physics combines various imaging techniques with advanced numerical simulations to investigate and calculate the physical and fluid flow properties of porous media. Using Data Science to solve the relevant problems that are either severe or impossible to answer with classic numerical methods is my leading research interest.

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