Transdimensional inference in the geosciences

Transdimensional tomography with unknown data noise

(2012) Thomas Bodin et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Inference of abrupt changes in noisy geochemical records using transdimensional changepoint models

(2011) Kerry Gallagher et al.   EARTH AND PLANETARY SCIENCE LETTERS

Trans-dimensional inversion of microtremor array dispersion data with hierarchical autoregressive error models

(2011) Jan Dettmer et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

A trans-dimensional Bayesian Markov chain Monte Carlo algorithm for model assessment using frequency-domain electromagnetic data

(2011) Burke J. Minsley   GEOPHYSICAL JOURNAL INTERNATIONAL

Trans-dimensional geoacoustic inversion

(2011) Jan Dettmer et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Receiver function inversion by trans-dimensional Monte Carlo sampling

(2010) N. Piana Agostinetti et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

A Bayesian partition modelling approach to resolve spatial variability in climate records from borehole temperature inversion

(2009) Peter O. Hopcroft et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Seismic tomography with the reversible jump algorithm

(2009) Thomas Bodin et al.   GEOPHYSICAL JOURNAL INTERNATIONAL

Simultaneous multifrequency inversion of full-waveform seismic data

(2009) Wenyi Hu et al.   GEOPHYSICS

A self-parametrizing partition model approach to tomographic inverse problems

(2009) T Bodin et al.   INVERSE PROBLEMS

Nonlinear regularization techniques for seismic tomography

(2009) I. Loris et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Markov chain Monte Carlo (MCMC) sampling methods to determine optimal models, model resolution and model choice for Earth Science problems

(2009) Kerry Gallagher et al.   MARINE AND PETROLEUM GEOLOGY

A Bayesian approach to inverse modelling of stratigraphy, part 1: method

(2008) Karl Charvin et al.   BASIN RESEARCH