Scheidt, Celine, Lewis Li, and Jef Caers. 2018. Quantifying Uncertainty in Subsurface Systems. American Geophysical Union - Wiley.
Books & Book Chapters
2018
Quantifying Uncertainty in Subsurface systems
Quantifying uncertainty in subsurface systems
Scheidt, Celine, Lewis Li, and Jef Caers. 2018. Quantifying Uncertainty in Subsurface Systems. Washington, D.C. : American Geophysical Union ; Hoboken, NJ : John Wiley and Sons, Inc., 2018.
2017
A Spectral Clustering Method for Large-Scale Geostatistical Datasets
Fouedjio, Francky. 2017. A Spectral Clustering Method for Large-Scale Geostatistical Datasets. Machine Learning and Data Mining in Pattern Recognition. MLDM 2017. Vol. 10358. Lecture Notes in Computer Science. Springer.
2016
Discovering Spatially Contiguous Clusters in Multivariate Geostatistical Data Through Spectral Clustering
Fouedjio, Francky. 2016. Discovering Spatially Contiguous Clusters in Multivariate Geostatistical Data Through Spectral Clustering. Advanced Data Mining and Applications. ADMA 2016. Vol. 10086. Lecture Notes in Computer Science. Springer.
A Clustering Approach for Discovering Intrinsic Clusters in Multivariate Geostatistical Data
Fouedjio, Francky. 2016. A Clustering Approach for Discovering Intrinsic Clusters in Multivariate Geostatistical Data. Machine Learning and Data Mining in Pattern Recognition. MLDM 2016. Vol. 9729. Lecture Notes in Computer Science. Springer.
2015
Value of Information in the Earth Sciences: Integrating Spatial Modeling and Decision Analysis
Eidsvik, Jo, Tapan Mukerji, and Debarun Bhattacharjya. 2015. Value of Information in the Earth Sciences: Integrating Spatial Modeling and Decision Analysis. Cambridge University Press.
2014
Multiple-point geostatistics: stochastic modeling with training images
Mariethoz, Gregoire, and Jef Caers. 2014. Multiple-Point Geostatistics: Stochastic Modeling with Training Images. Wiley-Blackwell.
2012
Sequential Simulations of Mixed Discrete-Continuous Properties: Sequential Gaussian Mixture Simulation
Grana, D., T. Mukerji, L. Dovera, E. Della Rossa, and P. Abrahamsen, et al. 2012. Sequential Simulations of Mixed Discrete-Continuous Properties: Sequential Gaussian Mixture Simulation. Edited by P. Abrahamsen, et al. Geostatistics Oslo 2012. Springer Science, Dordrecht.
2011
Modeling Uncertainty in the Earth Sciences
Caers, J. 2011. Modeling Uncertainty in the Earth Sciences. Wiley-Blackwell.
Derivative-free optimization for oil field operations
EcheverrÃa Ciaurri, D., T. Mukerji, L. J. Durlofsky, X-S Yang, and S. Koziel. 2011. Derivative-Free Optimization for Oil Field Operations. Edited by X-S Yang and S. Koziel. Computational Optimization and Applications in Engineering and Industry. Springer-Verlag.
2010
Modeling Uncertainty of Complex Earth Systems in Metric Space
Caers, J., C. Scheidt, and K. Park. 2010. Modeling Uncertainty of Complex Earth Systems in Metric Space. Handbook of Geomathematics. Springer.
2009
The Rock Physics Handbook
Mavko, G., T. Mukerji, and J. Dvorkin. 2009. The Rock Physics Handbook. Cambridge University Press.