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Title: iTOUGH2: A multiphysics simulation-optimization framework for analyzing subsurface systems

Authors:
; ; ; ; ; ; ;
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1550705
Grant/Contract Number:  
AC02-05CH11231
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
Computers and Geosciences
Additional Journal Information:
Journal Name: Computers and Geosciences Journal Volume: 108 Journal Issue: C; Journal ID: ISSN 0098-3004
Publisher:
Elsevier
Country of Publication:
United Kingdom
Language:
English

Citation Formats

Finsterle, S., Commer, M., Edmiston, J. K., Jung, Y., Kowalsky, M. B., Pau, G. S. H., Wainwright, H. M., and Zhang, Y. iTOUGH2: A multiphysics simulation-optimization framework for analyzing subsurface systems. United Kingdom: N. p., 2017. Web. https://doi.org/10.1016/j.cageo.2016.09.005.
Finsterle, S., Commer, M., Edmiston, J. K., Jung, Y., Kowalsky, M. B., Pau, G. S. H., Wainwright, H. M., & Zhang, Y. iTOUGH2: A multiphysics simulation-optimization framework for analyzing subsurface systems. United Kingdom. https://doi.org/10.1016/j.cageo.2016.09.005
Finsterle, S., Commer, M., Edmiston, J. K., Jung, Y., Kowalsky, M. B., Pau, G. S. H., Wainwright, H. M., and Zhang, Y. Wed . "iTOUGH2: A multiphysics simulation-optimization framework for analyzing subsurface systems". United Kingdom. https://doi.org/10.1016/j.cageo.2016.09.005.
@article{osti_1550705,
title = {iTOUGH2: A multiphysics simulation-optimization framework for analyzing subsurface systems},
author = {Finsterle, S. and Commer, M. and Edmiston, J. K. and Jung, Y. and Kowalsky, M. B. and Pau, G. S. H. and Wainwright, H. M. and Zhang, Y.},
abstractNote = {},
doi = {10.1016/j.cageo.2016.09.005},
journal = {Computers and Geosciences},
number = C,
volume = 108,
place = {United Kingdom},
year = {2017},
month = {11}
}

Journal Article:
Free Publicly Available Full Text
Publisher's Version of Record
https://doi.org/10.1016/j.cageo.2016.09.005

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Cited by: 10 works
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Works referenced in this record:

Measurements of thermal conductivity and specific heat in volcanogenic rocks
journal, September 2013

  • Kiryukhin, A. V.; Polyakov, A. Yu.; Mushinskii, A. V.
  • Journal of Volcanology and Seismology, Vol. 8, Issue 5
  • DOI: 10.1134/S0742046314050042

The Sim-SEQ Project: Comparison of Selected Flow Models for the S-3 Site
journal, July 2014

  • Mukhopadhyay, Sumit; Doughty, Christine; Bacon, Diana
  • Transport in Porous Media, Vol. 108, Issue 1
  • DOI: 10.1007/s11242-014-0361-0

Estimating flow parameter distributions using ground-penetrating radar and hydrological measurements during transient flow in the vadose zone
journal, June 2004


Leakage pathway estimation using iTOUGH2 in a multiphase flow system for geologic CO2 storage
journal, May 2015

  • Lee, Seong Jun; McPherson, Brian J.; Vasquez, Fernando Guevara
  • Environmental Earth Sciences, Vol. 74, Issue 6
  • DOI: 10.1007/s12665-015-4523-3

Simulating unsaturated flow fields based on saturation measurements
journal, January 2004


Sensitivity Analysis for Joint Inversion of Ground-Penetrating Radar and Thermal-Hydrological Data from a Large-Scale Underground Heater Test
journal, November 2008

  • Kowalsky, M. B.; Birkholzer, J.; Peterson, J.
  • Nuclear Technology, Vol. 164, Issue 2
  • DOI: 10.13182/NT08-A4017

Microhole arrays for improved heat mining from enhanced geothermal systems
journal, July 2013


Physical and Numerical Model of Colloidal Silica Injection for Passive Site Stabilization
journal, August 2004

  • Gallagher, Patricia M.; Finsterle, Stefan
  • Vadose Zone Journal, Vol. 3, Issue 3
  • DOI: 10.2136/vzj2004.0917

A three dimensional numerical model of the Waiotapu, Waikite and Reporoa geothermal areas, New Zealand
journal, August 2014


Factors Governing Sustainable Groundwater Pumping near a River
journal, August 2010


Computer modelling of the Wairakei–Tauhara geothermal system, New Zealand
journal, August 2004


Factorial Sampling Plans for Preliminary Computational Experiments
journal, May 1991


Modeling the dewatering and depressurization of the Lihir open-pit gold mine, Papua New Guinea
journal, August 2004


Two statistics for evaluating parameter identifiability and error reduction
journal, March 2009


Demonstration of optimization techniques for groundwater plume remediation using iTOUGH2
journal, May 2006


Dynamical inversion of geophysical ERT data: state estimation in the vadose zone
journal, August 2009

  • Lehikoinen, A.; Finsterle, S.; Voutilainen, A.
  • Inverse Problems in Science and Engineering, Vol. 17, Issue 6
  • DOI: 10.1080/17415970802475951

Parameter estimation from flowing fluid temperature logging data in unsaturated fractured rock using multiphase inverse modeling: MULTIPHASE INVERSE MODELING OF FFTL DATA
journal, April 2009

  • Mukhopadhyay, Sumit; Tsang, Yvonne W.; Finsterle, Stefan
  • Water Resources Research, Vol. 45, Issue 4
  • DOI: 10.1029/2008WR006869

Reduced order modeling in iTOUGH2
journal, April 2014


Integrating structural geological data into the inverse modelling framework of iTOUGH2
journal, April 2014


Single-well experimental design for studying residual trapping of supercritical carbon dioxide
journal, January 2011

  • Zhang, Yingqi; Freifeld, Barry; Finsterle, Stefan
  • International Journal of Greenhouse Gas Control, Vol. 5, Issue 1
  • DOI: 10.1016/j.ijggc.2010.06.011

Inverse modeling of a radial multistep outflow experiment for determining unsaturated hydraulic properties
journal, January 1999


Quantifying Data Worth Toward Reducing Predictive Uncertainty
journal, August 2010


Evaluation of multiple reduced-order models to enhance confidence in global sensitivity analyses
journal, June 2016


TOUGH: Model Use, Calibration, and Validation
journal, January 2012


Probability Model for Estimating Three-Phase Relative Permeability
journal, February 1970

  • Stone, H. L.
  • Journal of Petroleum Technology, Vol. 22, Issue 02
  • DOI: 10.2118/2116-PA

Error handling strategies in multiphase inverse modeling
journal, June 2011


Three-dimensional modelling and inversion of dc resistivity data incorporating topography - II. Inversion
journal, August 2006


Solving iTOUGH2 simulation and optimization problems using the PEST protocol
journal, July 2011


Estimation of Aquifer Parameters Under Transient and Steady State Conditions: 1. Maximum Likelihood Method Incorporating Prior Information
journal, February 1986


Modeling Coupled Evaporation and Seepage in Ventilated Cavities
journal, January 2004

  • Ghezzehei, T. A.; Trautz, R. C.; Finsterle, S.
  • Vadose Zone Journal, Vol. 3, Issue 3
  • DOI: 10.2136/vzj2004.0806

On parameterization of the inverse problem for estimating aquifer properties using tracer data: PARAMETERIZATION FOR INVERSE MODELING OF TRACER DATA
journal, June 2012

  • Kowalsky, M. B.; Finsterle, S.; Williams, K. H.
  • Water Resources Research, Vol. 48, Issue 6
  • DOI: 10.1029/2011WR011203

Constraining CO2 simulations by coupled modeling and inversion of electrical resistance and gas composition data
journal, October 2013

  • Doetsch, Joseph; Kowalsky, Michael B.; Doughty, Christine
  • International Journal of Greenhouse Gas Control, Vol. 18
  • DOI: 10.1016/j.ijggc.2013.04.011

Advanced Vadose Zone Simulations Using TOUGH
journal, May 2008

  • Finsterle, S.; Doughty, C.; Kowalsky, M. B.
  • Vadose Zone Journal, Vol. 7, Issue 2
  • DOI: 10.2136/vzj2007.0059

Decomposition of the mean squared error and NSE performance criteria: Implications for improving hydrological modelling
journal, October 2009


Evaluation of alternative designs for an injectable subsurface barrier at the Brookhaven National Laboratory Site, Long Island, New York
journal, October 1999

  • Moridis, George J.; Finsterle, Stefan; Heiser, John
  • Water Resources Research, Vol. 35, Issue 10
  • DOI: 10.1029/1999WR900184

Modeling the performance of large-scale CO2 storage systems: A comparison of different sensitivity analysis methods
journal, September 2013

  • Wainwright, Haruko M.; Finsterle, Stefan; Zhou, Quanlin
  • International Journal of Greenhouse Gas Control, Vol. 17
  • DOI: 10.1016/j.ijggc.2013.05.007

State of the art of geothermal reservoir simulation
journal, August 2001


Solving the Estimation-Identification Problem in Two-Phase Flow Modeling
journal, April 1995

  • Finsterle, Stefan; Pruess, Karsten
  • Water Resources Research, Vol. 31, Issue 4
  • DOI: 10.1029/94WR03038

Inverse modeling and forecasting for the exploitation of the Pauzhetsky geothermal field, Kamchatka, Russia
journal, October 2008


An Algorithm for Least-Squares Estimation of Nonlinear Parameters
journal, June 1963

  • Marquardt, Donald W.
  • Journal of the Society for Industrial and Applied Mathematics, Vol. 11, Issue 2
  • DOI: 10.1137/0111030

Joint Hydrological-Geophysical Inversion for Soil Structure Identification
journal, February 2008

  • Finsterle, Stefan; Kowalsky, Michael B.
  • Vadose Zone Journal, Vol. 7, Issue 1
  • DOI: 10.2136/vzj2006.0078

A New Heuristic Optimization Algorithm: Harmony Search
journal, February 2001


Impact-driven pressure management via targeted brine extraction—Conceptual studies of CO2 storage in saline formations
journal, March 2012

  • Birkholzer, Jens T.; Cihan, Abdullah; Zhou, Quanlin
  • International Journal of Greenhouse Gas Control, Vol. 7
  • DOI: 10.1016/j.ijggc.2012.01.001

Experimental and Numerical Investigation of Flow Phenomena in Nonisothermal, Variably Saturated Bentonite-Crushed Rock Mixtures
journal, May 2003

  • Engelhardt, Irina; Finsterle, Stefan; Hofstee, Cor
  • Vadose Zone Journal, Vol. 2, Issue 2
  • DOI: 10.2136/vzj2003.2390

Robust estimation of hydrogeologic model parameters
journal, November 1998

  • Finsterle, Stefan; Najita, Julie
  • Water Resources Research, Vol. 34, Issue 11
  • DOI: 10.1029/98WR02174

Inversion of tracer test data using tomographic constraints: INVERSION OF TRACER TEST DATA
journal, April 2006

  • Linde, Niklas; Finsterle, Stefan; Hubbard, Susan
  • Water Resources Research, Vol. 42, Issue 4
  • DOI: 10.1029/2004WR003806

Reactive transport codes for subsurface environmental simulation
journal, September 2014


Latin hypercube lattice sample selection strategy for correlated random hydraulic conductivity fields: LATIN HYPERCUBE SAMPLING
journal, August 2003

  • Zhang, Yingqi; Pinder, George
  • Water Resources Research, Vol. 39, Issue 8
  • DOI: 10.1029/2002WR001822

Characterization and prediction of subsurface pneumatic response at Yucca Mountain, Nevada
journal, May 1999

  • Ahlers, C. Fredrik; Finsterle, Stefan; Bodvarsson, Gudmundur S.
  • Journal of Contaminant Hydrology, Vol. 38, Issue 1-3
  • DOI: 10.1016/S0169-7722(99)00011-X

A method for the solution of certain non-linear problems in least squares
journal, January 1944

  • Levenberg, Kenneth
  • Quarterly of Applied Mathematics, Vol. 2, Issue 2
  • DOI: 10.1090/qam/10666

The Effect of Anisotropy on Multi-dimensional Pressure-Pulse-Decay Experiments
journal, October 2017


A parametric model for constitutive properties governing multiphase flow in porous media
journal, April 1987

  • Parker, J. C.; Lenhard, R. J.; Kuppusamy, T.
  • Water Resources Research, Vol. 23, Issue 4
  • DOI: 10.1029/WR023i004p00618

Pilot Point Methodology for Automated Calibration of an Ensemble of conditionally Simulated Transmissivity Fields: 1. Theory and Computational Experiments
journal, March 1995

  • RamaRao, Banda S.; LaVenue, A. Marsh; De Marsily, Ghislain
  • Water Resources Research, Vol. 31, Issue 3
  • DOI: 10.1029/94WR02258

Implicit sampling combined with reduced order modeling for the inversion of vadose zone hydrological data
journal, November 2017


Estimation of Landfill Gas Generation Rate and Gas Permeability Field of Refuse Using Inverse Modeling
journal, September 2010


Fast high-resolution prediction of multi-phase flow in fractured formations
journal, February 2016


On model selection criteria in multimodel analysis: ON MODEL SELECTION CRITERIA IN MULTIMODEL ANALYSIS
journal, March 2008

  • Ye, Ming; Meyer, Philip D.; Neuman, Shlomo P.
  • Water Resources Research, Vol. 44, Issue 3
  • DOI: 10.1029/2008WR006803

Determining permeability of tight rock samples using inverse modeling
journal, August 1997

  • Finsterle, Stefan; Persoff, Peter
  • Water Resources Research, Vol. 33, Issue 8
  • DOI: 10.1029/97WR01200

Distributed Soil Moisture from Crosshole Ground-Penetrating Radar Travel Times using Stochastic Inversion
journal, January 2013


MPiTOUGH2: A parallel parameter estimation framework for hydrological and hydrogeophysical applications
journal, April 2014


Characterising and modelling the excavation damaged zone in crystalline rock in the context of radioactive waste disposal
journal, October 2008


Formulation and sequential numerical algorithms of coupled fluid/heat flow and geomechanics for multiple porosity materials: FORMULATION AND SEQUENTIAL NUMERICAL ALGORITHMS OF COUPLED FLUID/HEAT
journal, June 2012

  • Kim, Jihoon; Sonnenthal, Eric L.; Rutqvist, Jonny
  • International Journal for Numerical Methods in Engineering, Vol. 92, Issue 5
  • DOI: 10.1002/nme.4340

Numerical Simulation of Reactive Fluid Flow on Unstructured Meshes
journal, February 2016

  • Fowler, Sarah Jane; Kosakowski, Georg; Driesner, Thomas
  • Transport in Porous Media, Vol. 112, Issue 1
  • DOI: 10.1007/s11242-016-0645-7

Using the continuum approach to model unsaturated flow in fractured rock
journal, August 2000


Advances in subsurface modeling using the TOUGH suite of simulators
journal, April 2014


An active fracture model for unsaturated flow and transport in fractured rocks
journal, October 1998

  • Liu, H. H.; Doughty, C.; Bodvarsson, G. S.
  • Water Resources Research, Vol. 34, Issue 10
  • DOI: 10.1029/98WR02040

Practical notes on local data-worth analysis: NOTES ON DATA-WORTH ANALYSIS
journal, December 2015


Making sense of global sensitivity analyses
journal, April 2014


Application of a Coupled Overland Flow-Vadose Zone Model to Rapid Infiltration Basin Systems
journal, May 2012

  • Akhavan, Maryam; Imhoff, Paul T.; Finsterle, Stefan
  • Vadose Zone Journal, Vol. 11, Issue 2
  • DOI: 10.2136/vzj2011.0140

Multiphase Inverse Modeling: Review and iTOUGH2 Applications
journal, August 2004


Ground surface temperature reconstructions: Using in situ estimates for thermal conductivity acquired with a fiber-optic distributed thermal perturbation sensor
journal, January 2008

  • Freifeld, B. M.; Finsterle, S.; Onstott, T. C.
  • Geophysical Research Letters, Vol. 35, Issue 14
  • DOI: 10.1029/2008GL034762

A Simplex Method for Function Minimization
journal, January 1965


A Stochastic Radial Basis Function Method for the Global Optimization of Expensive Functions
journal, November 2007

  • Regis, Rommel G.; Shoemaker, Christine A.
  • INFORMS Journal on Computing, Vol. 19, Issue 4
  • DOI: 10.1287/ijoc.1060.0182

Dynamic inversion for hydrological process monitoring with electrical resistance tomography under model uncertainties: A DYNAMIC INVERSION APPROACH
journal, April 2010

  • Lehikoinen, A.; Huttunen, J. M. J.; Finsterle, S.
  • Water Resources Research, Vol. 46, Issue 4
  • DOI: 10.1029/2009WR008470

Physicochemical Heterogeneity Controls on Uranium Bioreduction Rates at the Field Scale
journal, December 2011

  • Li, Li; Gawande, Nitin; Kowalsky, Michael B.
  • Environmental Science & Technology, Vol. 45, Issue 23
  • DOI: 10.1021/es201111y

Field tests and model analyses of seepage into drift
journal, May 1999


Optimization by Simulated Annealing
journal, May 1983


Inverse and predictive modeling of seepage into underground openings
journal, April 2003


Early detection of brine and CO2 leakage through abandoned wells using pressure and surface-deformation monitoring data: Concept and demonstration
journal, December 2013


Analysis of alternative push–pull-test-designs for determining in situ residual trapping of carbon dioxide
journal, August 2014

  • Rasmusson, K.; Rasmusson, M.; Fagerlund, F.
  • International Journal of Greenhouse Gas Control, Vol. 27
  • DOI: 10.1016/j.ijggc.2014.05.008

A hybrid regularized inversion methodology for highly parameterized environmental models: HYBRID REGULARIZATION METHODOLOGY
journal, October 2005

  • Tonkin, Matthew James; Doherty, John
  • Water Resources Research, Vol. 41, Issue 10
  • DOI: 10.1029/2005WR003995

Sensitivity analysis practices: Strategies for model-based inference
journal, October 2006

  • Saltelli, Andrea; Ratto, Marco; Tarantola, Stefano
  • Reliability Engineering & System Safety, Vol. 91, Issue 10-11
  • DOI: 10.1016/j.ress.2005.11.014

Reduced order models for many-query subsurface flow applications
journal, May 2013

  • Pau, George Shu Heng; Zhang, Yingqi; Finsterle, Stefan
  • Computational Geosciences, Vol. 17, Issue 4
  • DOI: 10.1007/s10596-013-9349-z

Numerical modeling of the Momotombo geothermal system, Nicaragua
journal, August 2007