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ASEG Extended Abstracts Volume 2012, 2012 - Issue 1: ASEG2012 - 22nd Geophysical Conference
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Articles

Transdimensional Monte Carlo Inversion of AEM Data

Ross C BrodieGeoscience Australia GPO Box 378 Canberra, ACT [email protected]
&
Malcolm SambridgeResearch School of Earth Sciences Australian National UniversityCanberra, ACT [email protected]
Pages 1-4 | Published online: 26 Feb 2019

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Sasha Banaszczyk, David Annetts, Mike Dentith & Alan Aitken. (2022) Extracting meaningful geological and structural features from 1D AEM inversions in conductive terrains. Exploration Geophysics 53:1, pages 1-25.
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Articles from other publishers (22)

Jianmei Zhou, Dirk Husmeier, Hao Gao, Changchun Yin, Changkai Qiu, Xu Jing, Yanfu Qi & Wentao Liu. (2024) Bayesian Inversion of Frequency-Domain Airborne EM Data With Spatial Correlation Prior Information. IEEE Transactions on Geoscience and Remote Sensing 62, pages 1-16.
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L Davies, A Y Ley-Cooper, M Sutton & C Drovandi. (2023) Bayesian detectability of induced polarization in airborne electromagnetic data. Geophysical Journal International 235:3, pages 2499-2523.
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Sihong Wu, Qinghua Huang & Li Zhao. (2023) Fast Bayesian Inversion of Airborne Electromagnetic Data Based on the Invertible Neural Network. IEEE Transactions on Geoscience and Remote Sensing 61, pages 1-11.
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T. M. Hansen & C. C. Finlay. (2022) Use of Machine Learning to Estimate Statistics of the Posterior Distribution in Probabilistic Inverse Problems—An Application to Airborne EM Data. Journal of Geophysical Research: Solid Earth 127:11.
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Christin Bobe, Johannes Keller & Ellen Van De Vijver. (2021) Sensitivity and depth of investigation from Monte Carlo ensemble statistics. Geophysical Prospecting 69:4, pages 761-778.
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Jun Lin, Jian Chen, Fei Liu & Yang Zhang. (2021) The Helicopter Time-Domain Electromagnetic Technology Advances in China. Surveys in Geophysics 42:3, pages 585-624.
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Anandaroop Ray. (2021) Bayesian inversion using nested trans-dimensional Gaussian processes. Geophysical Journal International 226:1, pages 302-326.
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Aaron Davis & Juerg Hauser. (2020) Blocking borehole conductivity logs at the resolution of above-ground electromagnetic systems. GEOPHYSICS 85:2, pages E67-E77.
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Gerhard Visser. (2019) Smart stitching: adding lateral priors to ensemble inversions as a post-processing step. ASEG Extended Abstracts 2019:1, pages 1-4.
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I. C. Roach, C. B. Folkes, J. GoodwinJ. HolzschuhW. JiangA. A. McPherson & A. J. Meixner. (2018) Applied geophysics for cover thickness mapping in the southern Thomson Orogen. Australian Journal of Earth Sciences 65:7-8, pages 917-941.
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Dehan Zhu & Richard Gibson. (2018) Seismic inversion and uncertainty quantification using transdimensional Markov chain Monte Carlo method. GEOPHYSICS 83:4, pages R321-R334.
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Daniel Blatter, Kerry Key, Anandaroop Ray, Neil Foley, Slawek Tulaczyk & Esben Auken. (2018) Trans-dimensional Bayesian inversion of airborne transient EM data from Taylor Glacier, Antarctica. Geophysical Journal International 214:3, pages 1919-1936.
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Juerg Hauser, Florian Wellmann & Mike Trefry. (2017) Water Table Uncertainties due to Uncertainties in Structure and Properties of an Unconfined Aquifer. Groundwater 56:2, pages 251-265.
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Xiaodong Yu, Xuben Wang, Congde Lu & Bin Chen. (2017) Multi-parameter constrained and combining regularization inversion of airborne time-domain electromagnetic data. Multi-parameter constrained and combining regularization inversion of airborne time-domain electromagnetic data.
Niels B. Christensen. (2016) Strictly horizontal lateral parameter correlation for 1D inverse modelling of large datasets. Near Surface Geophysics 14:5, pages 403-412.
Crossref
. (2016) Seismic Inversion Complete Session. Seismic Inversion Complete Session.
Dehan Zhu & Richard Gibson. (2016) Seismic inversion and uncertainty analysis using a transdimensional Markov chain Monte Carlo method. Seismic inversion and uncertainty analysis using a transdimensional Markov chain Monte Carlo method.
Juerg HauserJames GunningDavid Annetts. (2016) Probabilistic inversion of airborne electromagnetic data for basement conductors. GEOPHYSICS 81:5, pages E389-E400.
Crossref
Anandaroop Ray, Anusha Sekar, G. Michael Hoversten & Uwe Albertin. (2016) Frequency domain full waveform elastic inversion of marine seismic data from the Alba field using a Bayesian trans-dimensional algorithm. Geophysical Journal International 205:2, pages 915-937.
Crossref
Juerg HauserJames GunningDavid Annetts. (2015) Probabilistic inversion of airborne electromagnetic data under spatial constraints. GEOPHYSICS 80:2, pages E135-E146.
Crossref
Anandaroop Ray, Kerry Key, Thomas Bodin, David Myer & Steven Constable. (2014) Bayesian inversion of marine CSEM data from the Scarborough gas field using a transdimensional 2-D parametrization. Geophysical Journal International 199:3, pages 1847-1860.
Crossref
Anandaroop RayDavid L. AlumbaughG. Michael HoverstenKerry Key. (2013) Robust and accelerated Bayesian inversion of marine controlled-source electromagnetic data using parallel tempering. GEOPHYSICS 78:6, pages E271-E280.
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