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Dr. Hui Wang
Connections 3Publications 26
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Professional Information
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PhD or Equivalent
- PhD - The University of Akron : 16/08/2012 - 01/08/2015
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MSc or Equivalent
- M.S. - Tongji University : 01/09/2009 - 01/06/2012
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BSc or Equivalent
- B.S. - Tongji University : 01/09/2005 - 01/07/2009
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University of Dayton : ( 16/08/2018 - Present )
- Assistant Professor
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Dr. Jack (Hui) Wang joined the University of Dayton in 2018 as an assistant professor with the Department of Civil and Environmental Engineering. He received his Ph.D. at the University of Akron on pipeline external corrosion and had three years of research experiences on machine learning and computational geosciences at the RWTH Aachen University in Germany. His research focuses on the opportunities in the multidisciplinary fields spanning machine learning, subsurface modeling, infrastructure reliability & risk assessment. Several finished research projects include a predictive model of tunnel structure deformation, soil corrosivity assessment and underground pipeline integrity management, three-dimensional ground modeling and large-scale soil pattern recognition using remote sensing and geophysical measurements. He is currently the technical committee member of the International Society for Soil Mechanics and Geotechnical Engineering (ISSMGE) Technical committee: Engineering Practice of Risk Assessment and Management, and ASCE\Geo-Institute Technical committee: Risk Assessment and Management. He is the invited reviewer for all major international journals of geotechnical engineering, civil and infrastructure engineering, and engineering geology. He is also on the editorial board of the Journal of Pipeline Science and Engineering.
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RWTH Aachen University : ( 01/08/2015 - 31/07/2018 )
- Research Associate
| Language | Read Level | Written Level | Spoken Level |
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| English | High | High | High |
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Investigating the Effect of Geological Heterogeneity of Strata on the Bearing Capacity of Shallow Foundations Using Markov Random Field
Journal Article published 2021 Dec in ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering volume 7 issue 4 on page 04021060
Authors: Dongming Zhang, Hongfeng Dai, Hui Wang, Hongwei Huang, Dejun Liu
http://dx.doi.org/10.1061/ajrua6.0001182 -
Unsupervised and Simultaneous Stratigraphic Interpretation of CPT Soundings at Site Scale
Journal Article published 2021 Aug in International Journal of Geomechanics volume 21 issue 8 on page 04021130
Authors: Xiangrong Wang, Hui Wang, Robert Liang
http://dx.doi.org/10.1061/(asce)gm.1943-5622.0002113 -
Probabilistic characterization of subsurface stratigraphic configuration with modified random field approach
Journal Article published 2021 Jul in Engineering Geology volume 288 on page 106138
Authors: Chao Zhao, Wenping Gong, Tianzheng Li, C. Hsein Juang, Huiming Tang, Hui Wang
http://dx.doi.org/10.1016/j.enggeo.2021.106138 -
Global and local parameters for characterizing and modeling external corrosion in underground coated steel pipelines: A review of critical factors
Journal Article published 2021 Mar in Journal of Pipeline Science and Engineering volume 1 issue 1 on pages 17 to 35
Authors: Changkyu Kim, Lin Chen, Hui Wang, Homero Castaneda
http://dx.doi.org/10.1016/j.jpse.2021.01.010 -
Stratigraphic uncertainty modelling with random field approach
Journal Article published 2020 Sep in Computers and Geotechnics volume 125 on page 103681
Authors: Wenping Gong, Chao Zhao, C. Hsein Juang, Huiming Tang, Hui Wang, Xinli Hu
http://dx.doi.org/10.1016/j.compgeo.2020.103681
Contact Information
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| Group | Type | Members |
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Investigating the Effect of Geological Heterogeneity of Strata on the Bearing Capacity of Shallow Foundations Using Markov Random Field
Journal Article published 2021 Dec in ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering volume 7 issue 4 on page 04021060 Authors: Dongming Zhang, Hongfeng Dai, Hui Wang, Hongwei Huang, Dejun Liu http://dx.doi.org/10.1061/ajrua6.0001182 |
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Unsupervised and Simultaneous Stratigraphic Interpretation of CPT Soundings at Site Scale
Journal Article published 2021 Aug in International Journal of Geomechanics volume 21 issue 8 on page 04021130 Authors: Xiangrong Wang, Hui Wang, Robert Liang http://dx.doi.org/10.1061/(asce)gm.1943-5622.0002113 |
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Probabilistic characterization of subsurface stratigraphic configuration with modified random field approach
Journal Article published 2021 Jul in Engineering Geology volume 288 on page 106138 Authors: Chao Zhao, Wenping Gong, Tianzheng Li, C. Hsein Juang, Huiming Tang, Hui Wang http://dx.doi.org/10.1016/j.enggeo.2021.106138 |
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Global and local parameters for characterizing and modeling external corrosion in underground coated steel pipelines: A review of critical factors
Journal Article published 2021 Mar in Journal of Pipeline Science and Engineering volume 1 issue 1 on pages 17 to 35 Authors: Changkyu Kim, Lin Chen, Hui Wang, Homero Castaneda http://dx.doi.org/10.1016/j.jpse.2021.01.010 |
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Stratigraphic uncertainty modelling with random field approach
Journal Article published 2020 Sep in Computers and Geotechnics volume 125 on page 103681 Authors: Wenping Gong, Chao Zhao, C. Hsein Juang, Huiming Tang, Hui Wang, Xinli Hu http://dx.doi.org/10.1016/j.compgeo.2020.103681 |
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Finding patterns in subsurface using Bayesian machine learning approach
Journal Article published 2020 Mar in Underground Space volume 5 issue 1 on pages 84 to 92 Authors: Hui Wang http://dx.doi.org/10.1016/j.undsp.2018.10.006 |
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Statistical analysis of spatial distribution of external corrosion defects in buried pipelines using a multivariate Poisson-lognormal model
Journal Article published 2020 May 20 in Structure and Infrastructure Engineering on pages 1 to 16 Authors: Xiangrong Wang, Hui Wang, Fujian Tang, Homero Castaneda, Robert Liang http://dx.doi.org/10.1080/15732479.2020.1766516 |
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Probabilistic analysis and design of stabilizing piles in slope considering stratigraphic uncertainty
Journal Article published 2019 Sep in Engineering Geology volume 259 on page 105162 Authors: Wenping Gong, Huiming Tang, Hui Wang, Xiangrong Wang, C. Hsein Juang http://dx.doi.org/10.1016/j.enggeo.2019.105162 |
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A semi-supervised clustering-based approach for stratification identification using borehole and cone penetration test data
Journal Article published 2019 Jan in Engineering Geology volume 248 on pages 102 to 116 Authors: Xiangrong Wang, Hui Wang, Robert Y. Liang, Yang Liu http://dx.doi.org/10.1016/j.enggeo.2018.11.014 |
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A Bayesian unsupervised learning approach for identifying soil stratification using cone penetration data
Journal Article published 2019 Aug in Canadian Geotechnical Journal volume 56 issue 8 on pages 1184 to 1205 Authors: Hui Wang, Xiangrong Wang, J. Florian Wellmann, Robert Y. Liang http://dx.doi.org/10.1139/cgj-2017-0709 |
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A stochastic defect growth model for reliability assessment of corroded underground pipelines
Journal Article published 2019 Mar in Process Safety and Environmental Protection volume 123 on pages 179 to 189 Authors: Hui Wang, Ayako Yajima, Homero Castaneda http://dx.doi.org/10.1016/j.psep.2019.01.005 |
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Pattern Extraction of Topsoil and Subsoil Heterogeneity and Soil‐Crop Interaction Using Unsupervised Bayesian Machine Learning: An Application to Satellite‐Derived NDVI Time Series and Electromagnetic Induction Measurements
Journal Article published 2019 Jun in Journal of Geophysical Research: Biogeosciences volume 124 issue 6 on pages 1524 to 1544 Authors: Hui Wang, Florian Wellmann, Tianqi Zhang, Alexander Schaaf, Robin Maximilian Kanig, Elizabeth Verweij, Christian Hebel, Jan Kruk http://dx.doi.org/10.1029/2019jg005046 |
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A hidden Markov random field model based approach for probabilistic site characterization using multiple cone penetration test data
Journal Article published 2018 Jan in Structural Safety volume 70 on pages 128 to 138 Authors: Xiangrong Wang, Hui Wang, Robert Y. Liang, Hehua Zhu, Honggui Di http://dx.doi.org/10.1016/j.strusafe.2017.10.011 |
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Bayesian Stochastic Soil Modeling Framework Using Gaussian Markov Random Fields
Journal Article published 2018 Jun in ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering volume 4 issue 2 on page 04018014 Authors: Hui Wang, Xiangrong Wang, J. Florian Wellmann, Robert Y. Liang http://dx.doi.org/10.1061/ajrua6.0000965 |
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A method for slope stability analysis considering subsurface stratigraphic uncertainty
Journal Article published 2017 Dec 8 in Landslides volume 15 issue 5 on pages 925 to 936 Authors: Xiangrong Wang, Hui Wang, Robert Y. Liang http://dx.doi.org/10.1007/s10346-017-0925-5 |
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Stability analysis of slope in strain-softening soils using local arc-length solution scheme
Journal Article published 2017 Jan in Journal of Mountain Science volume 14 issue 1 on pages 175 to 187 Authors: Xiang-rong Wang, Qi-guo Rong, Shu-li Sun, Hui Wang http://dx.doi.org/10.1007/s11629-016-3951-1 |
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A Segmentation Approach for Stochastic Geological Modeling Using Hidden Markov Random Fields
Journal Article published 2016 Nov 9 in Mathematical Geosciences volume 49 issue 2 on pages 145 to 177 Authors: Hui Wang, J. Florian Wellmann, Zhao Li, Xiangrong Wang, Robert Y. Liang http://dx.doi.org/10.1007/s11004-016-9663-9 |
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Quantifying stratigraphic uncertainties by stochastic simulation techniques based on Markov random field
Journal Article published 2016 Feb in Engineering Geology volume 201 on pages 106 to 122 Authors: Zhao Li, Xiangrong Wang, Hui Wang, Robert Y. Liang http://dx.doi.org/10.1016/j.enggeo.2015.12.017 |
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Probabilistic analysis of shield-driven tunnel in multiple strata considering stratigraphic uncertainty
Journal Article published 2016 Sep in Structural Safety volume 62 on pages 88 to 100 Authors: Xiangrong Wang, Zhao Li, Hui Wang, Qiguo Rong, Robert Y. Liang http://dx.doi.org/10.1016/j.strusafe.2016.06.007 |
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A clustering approach for assessing external corrosion in a buried pipeline based on hidden Markov random field model
Journal Article published 2015 Sep in Structural Safety volume 56 on pages 18 to 29 Authors: Hui Wang, Ayako Yajima, Robert Y. Liang, Homero Castaneda http://dx.doi.org/10.1016/j.strusafe.2015.05.002 |
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A clustering based method to evaluate soil corrosivity for pipeline external integrity management
Journal Article published 2015 Feb in International Journal of Pressure Vessels and Piping volume 126-127 on pages 37 to 47 Authors: Ayako Yajima, Hui Wang, Robert Y. Liang, Homero Castaneda http://dx.doi.org/10.1016/j.ijpvp.2014.12.004 |
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A Bayesian model framework for calibrating ultrasonic in-line inspection data and estimating actual external corrosion depth in buried pipeline utilizing a clustering technique
Journal Article published 2015 May in Structural Safety volume 54 on pages 19 to 31 Authors: Hui Wang, Ayako Yajima, Robert Y. Liang, Homero Castaneda http://dx.doi.org/10.1016/j.strusafe.2015.01.003 |
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Reliability-based temporal and spatial maintenance strategy for integrity management of corroded underground pipelines
Journal Article published 2015 Nov 27 in Structure and Infrastructure Engineering volume 12 issue 10 on pages 1281 to 1294 Authors: Hui Wang, Ayako Yajima, Robert Y. Liang, Homero Castaneda http://dx.doi.org/10.1080/15732479.2015.1113300 |
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Bayesian Modeling of External Corrosion in Underground Pipelines Based on the Integration of Markov Chain Monte Carlo Techniques and Clustered Inspection Data
Journal Article published 2014 Sep 9 in Computer-Aided Civil and Infrastructure Engineering volume 30 issue 4 on pages 300 to 316 Authors: Hui Wang, Ayako Yajima, Robert Y. Liang, Homero Castaneda http://dx.doi.org/10.1111/mice.12096 |
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Predicting Field Performance of Skid Resistance of Asphalt Concrete Pavement
Proceedings Article published 2014 May 5 in Pavement Materials, Structures, and Performance Authors: Hui Wang, Robert Y. Liang http://dx.doi.org/10.1061/9780784413418.030 |
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Reliability Evaluation of Segment Joints in Metro Tunnel using MCMC Techniques and Bayesian Inferential Structure
Proceedings Article published 2014 May 5 in Tunneling and Underground Construction Authors: Hui Wang, Hongwei Huang, Robert Y. Liang http://dx.doi.org/10.1061/9780784413449.031 |
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