Li ., Liangping; Zhou ., Haiyan; Gómez-Hernández, J. Jaime(Elsevier, 2011-07-11)
Simple averaging, simple-Laplacian, Laplacian-with-skin, and non-uniform coarsening are the techniques investigated in this comparative study of three-dimensional hydraulic conductivity upscaling. The reference is a fine ...
Xu, Teng; Gómez-Hernández, J. Jaime; Chen, Zi; Lu, Chunhui(Elsevier, 2021-04)
[EN] Understanding a contaminant source may help in a better management and risk assessment of a polluted aquifer. However, contaminant source information may not be available when a pollutant is detected in a drinking ...
Li ., Liangping; Srinivasan, Sanjay; Zhou, Haiyan; Gómez Hernández, José Jaime(Elsevier, 2015-05-15)
Inverse modeling is an essential step for reliable modeling of subsurface flow and transport, which is important for groundwater resource management and aquifer remediation. Multiple-point statistics (MPS) based reservoir ...
Fu, Jianlin(Universitat Politècnica de València, 2008-05-07)
Unlike the traditional two-stage methods, a conditional and inverse-conditional simulation approach may directly generate independent, identically distributed realizations to honor both static data and state data in one ...
Zhou ., Haiyan; Gómez-Hernández, J. Jaime; Li ., Liangping(American Geophysical Union (AGU), 2012)
Uncertainty in model predictions is caused to a large extent by the uncertainty in model parameters, while the identification of model parameters is demanding because of the inherent heterogeneity of the aquifer. A variety ...
Li, Liangping; Srinivasan, Sanjay; Zhou, Haiyan; Gómez-Hernández, J. Jaime(Elsevier, 2013-12)
Methods based on multiple-point statistics (MPS) have been routinely used to characterize complex geological formations in the last decade. These methods use the available static data (for example, measured conductivities) ...
Todaro, Valeria(Universitat Politècnica de València, 2021-05-17)
[ES] El tema de la investigación se centra en técnicas avanzadas para manejar problemas de aguas subterráneas y superficiales relacionados con métodos inversos y cambio climático. Los filtros de Kalman, con especial atención ...
Zhou ., Haiyan; Gómez-Hernández, J. Jaime; Hendricks Franssen, Hendrikus Johannes W; Li, Liangping(ELSEVIER SCI LTD, 2011)
[EN] The ensemble Kalman filter (EnKF) is a commonly used real-time data assimilation algorithm in various disciplines. Here, the EnKF is applied, in a hydrogeological context, to condition log-conductivity realizations ...
Moreno-Navarro, Pablo; Pérez-Aparicio, José L.; Gómez-Hernández, J. Jaime(Techno-Press, 2022-04-30)
[EN] Peltier cells have low efficiency, but they are becoming attractive alternatives for affordable and environmentally clean cooling. In this line, the current article develops closed-form and semianalytical solutions ...
Xu, Teng; Gómez-Hernández, J. Jaime(John Wiley & Sons, 2016)
Reliable characterization of hydraulic parameters is important for the understanding of groundwater flow and solute transport. The normal-score ensemble Kalman filter (NS-EnKF) has proven to be an effective inverse method ...
Zhou ., Haiyan; Li ., Liangping; Gómez-Hernández, J. Jaime(Hindawi Publishing Corporation, 2012)
The localized normal-score ensemble Kalman filter is shown to work for the characterization of non-multi-Gaussian distributed hydraulic conductivities by assimilating state observation data. The influence of type of flow ...
[EN] Contaminant source and aquifer characterization (CSAC) is critical in groundwater pollution evaluation and remediation. The ensemble smoother with multiple data assimilation (ES-MDA) is utilized to jointly identify ...
Gómez-Hernández, J. Jaime; Xu, Teng(Springer-Verlag, 2022-02)
[EN] Forty years and 157 papers later, research on contaminant source identification has grown exponentially in number but seems to be stalled concerning advancement towards the problem solution and its field application. ...
Chen, Zi; Xu, Teng; Gómez-Hernández, J. Jaime; Zanini, Andrea(Springer-Verlag, 2021-10)
[EN] The joint identification of the parameters defining a contaminant source and the heterogeneous distribution of the hydraulic conductivities of the aquifer where the contamination took place is a difficult task. Previous ...
Butera, Ilaria; Gómez-Hernández, J. Jaime; Nicotra, Silvia(American Society of Civil Engineers, 2021-07-01)
[EN] Early detection of a contamination leach into a water distribution system, followed by the identification of the source and an evaluation of the total amount of the contaminant that has been injected into the system, ...
Xu, Teng(Universitat Politècnica de València, 2014-11-03)
The ensemble Kalman filter (EnKF) is nowadays recognized as an excellent inverse method for hydraulic
conductivity characterization using transient piezometric head data. and it is proved that the EnKF is
computationally ...
A. Godoy, Vanessa; Napa-García, Gian F.; Gómez-Hernández, J. Jaime(Elsevier, 2022-12)
[EN] The ensemble random forest filter (ERFF) is presented as an alternative to the ensemble Kalman filter (EnKF) for inverse modeling. The EnKF is a data assimilation approach that forecasts and updates parameter estimates ...
Godoy, Vanessa A.; Napa-García, Gian F.; Gómez-Hernández, J. Jaime(Springer-Verlag, 2022-05)
[EN] The ensemble smoother with multiple data assimilation (ES-MDA) coupled to a normal-score transformation is used to fit a Langmuir isotherm curve to estimate its parameters (Sm and b) and their uncertainty. The highlights ...
Todaro, Valeria; D'Oria, Marco; Tanda, Maria Giovanna; Gómez-Hernández, J. Jaime(Elsevier, 2021-07)
[EN] The source location and the time history of a pollutant released in an aquifer are very relevant information for the design of effective remediation strategies. Usually, their identification requires solving an inverse ...