Structural geologic modeling as an inference problem: A Bayesian perspective

A Hierarchical Multilevel Markov Chain Monte Carlo Algorithm with Applications to Uncertainty Quantification in Subsurface Flow

(2015) T. J. Dodwell et al.   SIAM-ASA Journal on Uncertainty Quantification

PyMC: Bayesian Stochastic Modelling inPython

(2015) Anand Patil et al.   Journal of Statistical Software

Information Theory for Correlation Analysis and Estimation of Uncertainty Reduction in Maps and Models

(2013) J. Wellmann   Entropy

Geodiversity: Exploration of 3D geological model space

(2013) M.D. Lindsay et al.   TECTONOPHYSICS

Uncertainties have a meaning: Information entropy as a quality measure for 3-D geological models

(2011) J. Florian Wellmann et al.   TECTONOPHYSICS

Towards Stochastic Time-Varying Geological Modeling

(2010) Guillaume Caumon   Mathematical Geosciences

Fast Hamiltonian sampling for large-scale structure inference

(2010) Jens Jasche et al.   MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

Towards an integrated inversion of geoscientific data: What price of geology?

(2010) Mark W. Jessell et al.   TECTONOPHYSICS

Towards incorporating uncertainty of structural data in 3D geological inversion

(2010) J. Florian Wellmann et al.   TECTONOPHYSICS

Surface-Based 3D Modeling of Geological Structures

(2009) G. Caumon et al.   Mathematical Geosciences

EMPIRICAL ASSESSMENT OF MACHINE LEARNING BASED SOFTWARE DEFECT PREDICTION TECHNIQUES

(2008) VENKATA UDAYA B. CHALLAGULLA et al.   International Journal on Artificial Intelligence Tools

Geological modelling from field data and geological knowledge

(2008) A. Guillen et al.   PHYSICS OF THE EARTH AND PLANETARY INTERIORS

Geological modelling from field data and geological knowledge

(2008) P. Calcagno et al.   PHYSICS OF THE EARTH AND PLANETARY INTERIORS