Earth Sciences Division (ESD) Department of Energy (DOE) Lawrence Berkeley National Laboratory (LBNL)

Xiaoyi Liu's Publications

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Journal Papers (H-Index: 5)

  1. Xiaoyi Liu and Peter K. Kitanidis (2012), Parameter Estimation in Environmental Problems with Truncated Measurements, manuscript in preparation;
  2. Xiaoyi Liu and Peter K. Kitanidis (2012), Structural Parameter Estimation in Large-Scale Inverse Modeling, manuscript in preparation;
  3. Xiaoyi Liu and Peter K. Kitanidis (2012), Large-Scale Bayesian Inverse Modeling with Fast Iterative Solver, manuscript in preparation;
  4. Xiaoyi Liu, Jonghyun Lee, and Peter K. Kitanidis (2012), Second-Order Asymptotic Estimation of the Value of Information in Groundwater Remediation, manuscript in preparation; 
  5. Jack Parker, Ungtae Kim, Peter Kitanidis, Mike Cardiff, Xiaoyi Liu, and Greg Beyke (2012), Stochastic Cost Optimization of DNAPL Site Remediation: I. Method Description and Sensitivity Studies, under review;
  6. Ungtae Kim, Jack Parker, Peter Kitanidis, Mike Cardiff, Xiaoyi Liu, and James Gillie (2012), Stochastic Cost Optimization of DNAPL Site Remediation: II. Field Application, under review;
  7. Xiaoyi Liu, Jonghyun Lee, Peter K. Kitanidis, Jack Parker, and Ungtae Kim (2012) ,Value of Information as a Context-Specific Measure of Uncertainty in Groundwater Remediation, Water Resources Management, Volume 26,  Issue 6, 1513-1535; times cited: 1;
  8. Jonghyun Lee, Xiaoyi Liu, Peter K. Kitanidis, Jack Parker, and Ungtae Kim (2012), Cost optimization of DNAPL Remediation at Dover Air Force Base Site, Ground Water Monitoring & Remediation, DOI: 10.1111/j.1745-6592.2011.01382.x, times cited: 2;
  9. Xiaoyi Liu, and Peter K. Kitanidis (2011), Large-Scale Inverse Modeling with an Application in Hydraulic Tomography, Water Resources Research, 47, W02501, times cited: 5;
  10. Walter A. Illman, Steven J. Berg, Xiaoyi Liu, Andrew J. Craig, and Antonio Massi (2010), Hydraulic/Partitioning Tracer Tomography for DNAPL Source Zone Characterization: Small-Scale Sandbox Experiments, Environmental Science & Technology, 44 (22): 8609-861, times cited: 2;
  11. Xiaoyi Liu, Michael Cardiff, and Peter K. Kitanidis (2010), Parameter Estimation in Nonlinear Environmental Problems, Stochastic Environmental Research and Risk Assessment, Volume 24, Number 7, 1003-1022, times cited: 6;
  12. Jack Parker, Ungtae Kim, Peter K. Kitanidis, Michael Cardiff and Xiaoyi Liu (2010), Stochastic Cost Optimization of Multi-Strategy DNAPL Site Remediation, Ground Water Monitoring & Remediation, Volume 30, Number 3, pp. 65-78(14), times cited: 2;
  13. Michael Cardiff, Xiaoyi Liu, Peter K. Kitanidis, Jack Parker, and Ungtae Kim (2010), Cost Optimization of DNAPL Source and Plume Remediation Under Uncertainty Using a Semi-Analytic Model, Journal of Contaminant Hydrology, Vol 113, Issues 1-4, pp. 25-43, times cited: 3;
  14. Illman, W. A., X. Liu, S. Takeuchi, T.-C. J. Yeh, K. Ando, and H. Saegusa (2009), Hydraulic tomography in fractured granite: Mizunami Underground Research site, Japan, Water Resour. Res., 45, W01406, times cited: 22;
  15. Illman, W. A., X. Liu, and A. J. Craig (2008), Evaluation of Transient Hydraulic Tomography and Common Hydraulic Characterization Approaches Through Laboratory Sandbox Experiments, Journal of Environmental Engineering and Management, Vol. 18, No.4, pp. 249-256;
  16. Walter A. Illman, Andrew Craig, and Xiaoyi Liu (2008), Practical Issues in Imaging Hydraulic Conductivity through Hydraulic Tomography, Groud Water, 46,120-132, times cited: 21;
  17. Walter A. Illman, Xiaoyi Liu, and Andrew Craig (2007), Steady-State Hydraulic Tomography in a Laboratory Aquifer with Deterministic Heterogeneity: Multi-Method and Multiscale Validation of Hydraulic Conductivity Tomograms. Journal of Hydrology, 341, 222-234, times cited: 28;
  18. Liu, X., W. A. Illman, A. J. Craig, J. Zhu, and T.-C. J. Yeh (2007), Laboratory Sandbox Validation of Transient Hydraulic Tomography, Water Resour. Res., 43, W05404, times cited: 34;

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Theses

  1. Xiaoyi Liu, Estimation, Optimization and Value of Information in Groundwater Remediation, PhD Thesis, Stanford University, 2011;
  2. Xiaoyi Liu, Laboratory Sandbox Validation of Steady State and Transient Hydraulic Tomography, Master Thesis, the University of Iowa, 2006;
  3. Xiaoyi Liu, Modeling of Groundwater Flow of An Idealized Case Using Finite Element Method, Bachelor Thesis, Nanjing University, 2002;

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Conference Presentations

  1. Xiaoyi Liu, Jonghyun Lee, Peter K Kitanidis, Jack Parker, and Ungtae Kim, Context-Specific Measures of Uncertainty in Groundwater Remediation, AGU Fall Meeting 2010, speak
  2. Xiaoyi Liu, and Peter K. Kitanidis, Large-scale inverse modeling with an Application in hydraulic tomography, AGU Fall meeting 2009, poster
  3. Xiaoyi Liu, M. Cardiff, J. Parker, P. Kitanidis, NAPL remediation cost optimization under uncertainty using a semi-analytic model, AGU Fall meeting 2008, poster
  4. Xiaoyi Liu, Walter A. Illman, and Andrew J. Craig, Hydraulic and tracer tomography for the characterization of DNAPL source zones: A laboratory sandbox study, AGU Joint Assembly 2007, speak;
  5. Illman, W. A., X. Liu, S. Takeuchi, T.-C. J. Yeh, K. Ando, and H. Saegusa, Hydraulic Tomography in Fractured Granite: The Mizunami Underground Research Laboratory Site, Japan, AGU Fall Meeting 2007, H11-I, speak;
  6. Illman, W. A., A. Craig, X. Liu, A. Massi, T.-C. J. Yeh, D. Yin, and J. Zhu, A new paradigm in DNAPL source zone characterization: 3D imaging of contaminant distributions through hydraulic and tracer tomography, AGU Joint Assembly 2007, invited speak;
  7. Yin, D., W. A. Illman, X. Liu, and A. J. Craig, Hydraulic tomography using temporal moments of drawdown-recovery data: Laboratory sandbox study, AGU Joint Assembly 2007, speak;
  8. Walter A. Illman, Xiaoyi Liu, and Andrew J. Craig, Steady-State Hydraulic Tomography in a Laboratory Sandbox Aquifer: The Role of Signal-to-Noise Ratio and Conditioning on K Tomograms, EGU 2007, speak;
  9. Walter A. Illman, Xiaoyi Liu, and Andrew J. Craig, Multi-method and multiscale validation of hydraulic tomography in a laboratory aquifer with deterministic heterogeneity, Society for Industrial and Applied Mathematics (SIAM) Conference on Mathematical & Computational Issues in Geoscience, March 19-22, 2007, Santa Fe, NM, invited speak;
  10. Walter A. Illman, A. Craig, A. Massi, X. Liu, T.-C. J. Yeh, and J. Zhu, DNAPL source zone characterization by the fusion of hydraulic and tracer tomography: Experimental and modeling studies, SERDP & ESTCP -Partners in Environmental Technology Technical Symposium & Workshop, November 28 - 30, 2006, Washington DC, poster;
  11. Xiaoyi Liu, Walter A. Illman, Tian-Chyi Jim Yeh, Kenichi Ando, and Shinji Takeuchi, Two- and three-dimensional modeling studies of cross-hole hydraulic tests in fractured granite at Mizunami, Japan, AGU WPGM 2006, poster;
  12. Xiaoyi Liu, Walter A. Illman, and Andrew J. Craig, Transient hydraulic tomography in a laboratory sandbox aquifer: Multi-method and multiscale validation of hydraulic conductivity and specific storage tomograms, AGU WPGM 2006, speak;
  13. Danting Yin, Walter A. Illman, Xiaoyi Liu, and Andrew J. Craig, Laboratory sandbox validation of hydraulic tomography using temporal moments of drawdown recovery data, AGU WPGM 2006, poster;
  14. Illman, W. A., A. Craig, X. Liu, and D. Yin, Lessons learned from hydraulic tomography in a laboratory aquifer with deterministic heterogeneity, Hydraulic Tomography Workshop held at Boise State University, Boise, Idaho, 6/8 - 6/9/2006, invited speak;
  15. Xiaoyi Liu, Walter A. Illman, and Andrew J. Craig, Transient hydraulic tomography in a sandbox with deterministic heterogeneity: Validation of hydraulic conductivity and specific storage tomograms. AGU Fall Meeting 2005, poster;
  16. Walter A. Illman, Xiaoyi Liu, and Andrew J. Craig, Steady-state hydraulic tomography in a laboratory aquifer with deterministic heterogeneity: Multiscale validation of hydraulic conductivity tomograms. AGU Fall Meeting 2005, invited speak;
  17. Andrew J. Craig, Walter A. Illman, and Xiaoyi Liu, A Cyclic Sediment Transport Approach to Create a Synthetic Aquifer with Multiscale Heterogeneity. AGU Fall Meeting 2005, poster

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