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Dr Mohammad Ebadi

Dr Mohammad Ebadi

Associate Lecturer
Engineering
Civil and Environmental Engineering
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, http://dx.doi.org/10.1063/5.0185605
    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, http://dx.doi.org/10.1063/5.0186990
    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, http://dx.doi.org/10.1016/j.cma.2023.116594
    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, http://dx.doi.org/10.1615/ComputThermalScien.2023045600
    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, http://dx.doi.org/10.1016/j.fuel.2023.127715
    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, http://dx.doi.org/10.1029/2021WR031814
    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, http://dx.doi.org/10.1016/j.fuel.2022.125274
    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, http://dx.doi.org/10.1016/j.fuel.2021.122047
    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, http://dx.doi.org/10.1016/j.jngse.2021.103869
    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, http://dx.doi.org/10.1016/j.jngse.2020.103749
    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, http://dx.doi.org/10.1016/j.jngse.2021.104263
    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, http://dx.doi.org/10.1016/j.jngse.2020.103750
    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, http://dx.doi.org/10.1016/j.cageo.2021.104716
    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, http://dx.doi.org/10.1016/j.fuel.2018.08.157
    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, http://dx.doi.org/10.1080/01932691.2014.904792
    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, http://dx.doi.org/10.1016/j.petrol.2014.08.026
    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, http://dx.doi.org/10.1016/j.fuel.2013.09.071
    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, http://dx.doi.org/10.1016/j.fuel.2014.01.073
    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, http://dx.doi.org/10.1016/j.petrol.2014.05.023
    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, http://dx.doi.org/10.1016/j.fuel.2013.10.010
    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, http://dx.doi.org/10.1016/j.fluid.2014.06.022
    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, http://dx.doi.org/10.1007/s00521-012-0986-2
    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.