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Mohamad Reza Soltanian

University System of Ohio

49H-index
260Paper Count
6.4KCitation Count
Published Papers 96
Publication Date
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Data dependency in deep learning-based multi-scale fracture system characterization using hydrogeophysical data
errJournal of Cleaner Production
IF10
err2026-04-20
err0
PREAI
errZihao Wang; Zhenxue Dai; Sida Jia; Hui Ling; Ju Wang; Mohamad Reza Soltanian
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CO2 Exsolution and Residual Trapping Influenced by Heterogeneity During Imbibition in Conglomerates: A Core-Scale Multiphase Flow
errWater Resources Research
IF5
err2026-03-26
err0
errOAAI
errHyunjeong Jeon; Weon Shik Han; Woojong Yang; Gidon Han; Kue-Young Kim; Mohamad Reza Soltanian; Zhenxue Dai
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Multi-source data-based deep learning framework with masked loss function for predicting freeze-thaw-induced degradation in geomaterials
errOpen Geosciences
IF1.3
err2026-01-23
err0
PREAI
errLiu, Han; Yu, Qingyang; Yin, Shangxian; Thanh, Hung Vo; Soltanian, Mohamad Reza; Liu, Dong; Liu, Hongcheng; Ma, Zhenzhou; Dai, Zhenxue
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Quantifying the controls on reactive solute transport in multiscale heterogeneous sediments
errStochastic Environmental Research and Risk Assessment
IF3.6
err2026-01-03
err0
PREAI
errBo Li; Zhenglei Zhao; Sida Jia; Yuzhou Xia; Funing Ma; Mohamad Reza Soltanian; Zhenxue Dai
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Characterizing mechanical behaviours of shallow-buried tunnels under seismic activity using analytical methods
errInternational Journal of Geotechnical Engineering
IF1.3
err2026-01-01
err0
PREAI
errGuo, Qing; Yu, Qingyang; Yin, Shangxian; Vo Thanh, Hung; Soltanian, Mohamad Reza; Liu, Dong; Dai, Zhenxue
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Impact of observation and surrogate-model noises on deep learning-based subsurface heterogeneous structure identification through monitoring network optimization
errADVANCES IN WATER RESOURCES
IF4.2
err2026-01-01
err0
PREAI
errXia, Yuzhou; Zhan, Chuanjun; Dai, Zhenxue; Wu, Jichun; Zhang, Xiaoying; Yin, Huichao; Yan, Jiahe; Chen, Junjun; Wang, Zihao; Soltanian, Mohamad Reza; Carroll, Kenneth C.
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Impacts of validation strategy and geological complexity on machine learning-based subsurface structure modeling
errJournal of Hydrology
IF6.3
err2025-12-17
err0
PREAI
errChuanjun Zhan; Jiu Jimmy Jiao; Yue Ma; Hao Wang; Mohamad Reza Soltanian; Kenneth C. Carroll; Zhenxue Dai
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Blasting Damage Control in Jointed Rock Tunnels: A Review with Numerical Validation of Water-Pressure Blasting
errApplied Sciences-Basel
IF2.5
err2025-12-16
err0
PREAI
errLuo, Xinyue; Yu, Qingyang; Yin, Shangxian; Thanh, Hung Vo; Soltanian, Mohamad Reza; Liu, Dong; Dai, Zhenxue
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Combining hydrologic, chemical, and geophysical deep learning-based inversion for heterogeneous aquifer structure identification
errJournal of Hydrology
IF6.3
err2025-11-30
err0
PREAI
errYuzhou Xia; Chuanjun Zhan; Zhenxue Dai; Jichun Wu; Xiaoying Zhang; Huichao Yin; Lin Zhu; Jiahe Yan; Zihao Wang; Mohamad Reza Soltanian; Kenneth C. Carroll
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Fluid Stretching at Facies Interfaces Governs Solute Transport
errGEOPHYSICAL RESEARCH LETTERS
IF4.6
err2025-11-26
err0
errOAAI
errSoltanian, Mohamad Reza; Wallace, Corey D.; de Barros, Felipe P. J.; Dai, Zhenxue; Carroll, Kenneth C.
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Sequential framework integrating genetic algorithm and deep learning for multi-dimension fracture network characterization and uncertainty reduction
errJournal of Hydrology
IF6.3
err2025-11-02
err0
PREAI
errZihao Wang; Zhenxue Dai; Hui Ling; Shangxian Yin; Shuning Dong; Yuzhou Xia; Hung Vo Thanh; Farzad Moeini; Mohamad Reza Soltanian; Yue Ma; Dayong Wang
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Second-Order Degradation Modeling and Multiscale Feature Fusion for High-Fidelity Segmentation of Low-Quality Digital Rock Images
errGEOPHYSICAL RESEARCH LETTERS
IF4.6
err2025-10-01
err0
errOAAI
errXu, Lulu; Dai, Zhenxue; Du, Yi; Zhang, Xiaoying; Yin, Huichao; Soltanian, Mohamad Reza; Thanh, Hung Vo; Cai, Meifeng; Carroll, Kenneth C.
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Vadose zone inverse modeling of pneumatic pumping tests at the Hanford Site: Influence of barometric pressure fluctuations
errScience of The Total Environment
IF8
err2025-09-22
err0
PREAI
errFarzad Moeini; Kenneth C. Carroll; Zhenxue Dai; Mohamad Reza Soltanian
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Enhancing inverse modeling in groundwater systems through machine learning: a comprehensive comparative study
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2025-09-10
err1
errOAAI
errChen, Junjun; Dai, Zhenxue; Yin, Shangxian; Zhang, Mingkun; Soltanian, Mohamad Reza
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Colloidal facilitated radionuclide transport characterization in preferential flow paths
errJournal of Cleaner Production
IF10
err2025-07-03
err0
PREAI
errPeng Liu; Xiaoying Zhang; Mohamad Reza Soltanian; Paul Reimus; Ju Wang; Zhenxue Dai
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errSave
An open-source solver for partially-saturated flow and multicomponent reactive transport in the hyporheic zone
errEnvironmental Modelling & Software
IF4.6
err2025-07-02
err0
PREAI
errPei Li; Corey D. Wallace; Mohamad Reza Soltanian
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Stepwise Identification of Geochemical Processes and Parameters for Chromium Reactive Transport in Heterogeneous Porous Media
errACS EARTH AND SPACE CHEMISTRY
IF2.9
err2025-07-01
err0
PREAI
errCao, Yang; Dai, Zhenxue; Wang, Hao; Zhang, Xiaoying; Soltanian, Mohamad Reza; Yin, Huichao; Carroll, Kenneth C.
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A Hybrid Numerical Method Incorporating Machine Learning into Groundwater Level Model for Improving Simulation Accuracy
errACS ES&T WATER
IF4.3
err2025-03-01
err0
PREAI
errZhu, Lin; Li, Shuai; Gong, Huili; Dai, Zhenxue; Ye, Miao; Qian, Chenzhihao; Soltanian, Mohamad Reza
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An integrated framework of deep learning and entropy theory for enhanced high-dimensional permeability field identification in heterogeneous aquifers
errWATER RESEARCH
IF12.4
err2025-01-01
err1
PREAI
errCao, Mingxu; Dai, Zhenxue; Chen, Junjun; Yin, Huichao; Zhang, Xiaoying; Wu, Jichun; Thanh, Hung Vo; Soltanian, Mohamad Reza
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Sensitivity of mass flux reduction and mass removal of perfluoroalkyl substances to groundwater flow and transport parameter variability and heterogeneity
errJOURNAL OF HYDROLOGY
IF6.3
err2024-12-01
err0
PREAI
errMohamed, Ruba A. M.; Soltanian, Mohamad R.; Wang, Dengjun; Carroll, Kenneth C.
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Research Directions

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Co-authors
Cooperation Journals
王
王烨 (D. Wang)
H-index: 148 · Papers: 2.7K
B
Baoshan Xing
H-index: 145 · Papers: 1.1K
王彧 cover
王彧 (Yu Wang)
H-index: 94 · Papers: 1.1K
T
Thomas J. Algeo
H-index: 90 · Papers: 657
L
Laith Abualigah
H-index: 83 · Papers: 789
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