R. Dietmar Müller

Publication Activity (10 Years)

Years Active: 2005-2022
Publications (10 Years): 11

Top Topics

Machine Learning

Bayesian Inference

Parameter Values

Top Venues

Comput. Geosci.

Publications

Hodjat Shirmard, Ehsan Farahbakhsh, Elnaz Heidari, Amin Beiranvand Pour, Biswajeet Pradhan, R. Dietmar Müller, Rohitash Chandra
A Comparative Study of Convolutional Neural Networks and Conventional Machine Learning Models for Lithological Mapping Using Remote Sensing Data. Remote. Sens. 14 (4) (2022)
Rohitash Chandra, Sally Cripps, Nathaniel Butterworth, R. Dietmar Müller
Precipitation reconstruction from climate-sensitive lithologies using Bayesian machine learning. Environ. Model. Softw. 139 (2021)
Hodjat Shirmard, Ehsan Farahbakhsh, R. Dietmar Müller, Rohitash Chandra
A review of machine learning in processing remote sensing data for mineral exploration. CoRR (2021)
Hodjat Shirmard, Ehsan Farahbakhsh, Amin Beiranvand Pour, Aidy M. Muslim, R. Dietmar Müller, Rohitash Chandra
Integration of Selective Dimensionality Reduction Techniques for Mineral Exploration Using ASTER Satellite Data. Remote. Sens. 12 (8) (2020)
Rohitash Chandra, Danial Azam, R. Dietmar Müller, Tristan Salles, Sally Cripps
Bayeslands: A Bayesian inference approach for parameter uncertainty quantification in Badlands. Comput. Geosci. 131 (2019)
Ehsan Farahbakhsh, Rohitash Chandra, Hugo K. H. Olierook, Richard Scalzo, Chris Clark, Steven M. Reddy, R. Dietmar Müller
Computer vision-based framework for extracting geological lineaments from optical remote sensing data. CoRR (2018)
Rohitash Chandra, Danial Azam, R. Dietmar Müller, Tristan Salles, Sally Cripps
BayesLands: A Bayesian inference approach for parameter uncertainty quantification in Badlands. CoRR (2018)
Rohitash Chandra, Danial Azam, Arpit Kapoor, R. Dietmar Müller
Surrogate-assisted Bayesian inversion for landscape and basin evolution models. CoRR (2018)
Rakib Hassan, Michael Gurnis, Simon Williams, R. Dietmar Müller
SPGM: A Scalable PaleoGeomorphology Model. SoftwareX 7 (2018)
Rohitash Chandra, R. Dietmar Müller, Ratneel Deo, Nathaniel Butterworth, Tristan Salles, Sally Cripps
Multi-core parallel tempering Bayeslands for basin and landscape evolution. CoRR (2018)
Michael Gurnis, Ting Yang, John Cannon, Mark Turner, Simon Williams, Nicolas Flament, R. Dietmar Müller
Global tectonic reconstructions with continuously deforming and evolving rigid plates. Comput. Geosci. 116 (2018)
T. C. W. Landgrebe, Andrew Merdith, A. Dutkiewicz, R. Dietmar Müller
Relationships between palaeogeography and opal occurrence in Australia: A data-mining approach. Comput. Geosci. 56 (2013)
Michael Gurnis, Mark Turner, Sabin Zahirovic, Lydia DiCaprio, Sonja Spasojevic, R. Dietmar Müller, James Boyden, Maria Seton, Vlad Constantin Manea, Dan J. Bower
Plate tectonic reconstructions with continuously closing plates. Comput. Geosci. 38 (1) (2012)
T. C. W. Landgrebe, R. Dietmar Müller
A Spatio-Temporal Knowledge-Discovery Platform for Earth-Science Data. DICTA (2011)
S. Dyksterhuis, R. Dietmar Müller, Patrice Rey, Louis Moresi
A graphical user interface for particle-in-cell finite element analysis of lithospheric deformation and mantle convection in two dimensions. Comput. Geosci. 33 (8) (2007)
S. Dyksterhuis, R. A. Albert, R. Dietmar Müller
Finite-element modelling of contemporary and palaeo-intraplate stress using ABAQUS™. Comput. Geosci. 31 (3) (2005)