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R

R. Dietmar Müller

Ocean University of China

94H-index
757Paper Count
3.7WCitation Count
Published Papers 94
Publication Date
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Enhancing reproducibility in hybrid Earth system models
errNature Machine Intelligence
IF23.9
err2026-08-28
err0
PREAI
errMin Chen; Zhiyi Zhu; Thorsten Wagener; Niklas Boers; R. Dietmar Müller; Josef Strobl; Gustau Camps-Valls; Michael Batty; Anthony J. Jakeman; Olaf Kolditz; Stefano Nativi; Maria Antonia Brovelli; Felix Creutzig; Pankaj Kumar; Paul Whitehead; C. Michael Barton; Dichen Liu; Peilong Ma; Zaiyang Ma; Fengyuan Zhang; Bo Zhang; Peng Hou; Guonian Lü
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errSave
Influence of secular cooling on core-mantle boundary heat flux and mantle plume temperature over 1.8 billion years
errEarth and Planetary Science Letters
IF5.1
err2026-07-01
err0
PREAI
errZhang, Jiaxin; Flament, Nicolas; Labrosse, Stephane; Cao, Xianzhi; Muller, Dietmar; Cucchiaro, Annalise
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errSave
How subduction evolution drives sediment-hosted mineralisation along craton edges
errNature Communications
IF15.7
err2026-06-10
err0
errOAAI
errHojat Shirmard; Ben Mather; Ehsan Farahbakhsh; Craig O’Neill; R. Dietmar Müller
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errSave
Birth of the viru microplate triggered by Pacific-Farallon plate reorganization
errEarth and Planetary Science Letters
IF5.1
err2026-06-01
err0
PREAI
errJoergensen, Josephine K.; Seton, Maria; Muller, R. Dietmar
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errSave
Tectonic and climatic implications of the Aleutian Arc initiation ≥56 million years ago
errNature Communications
IF15.7
err2026-05-30
err0
errOAAI
errK. Hoernle; B. Jicha; M. Portnyagin; S. Zahirovic; D. Müller; F. Hauff; C. Timm; T. W. Höfig; G. Yogodzinski; M. Guillong; C. Berndt; D. Savelyev; R. Bezard; B. Baranov
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errSave
DEEP-SEAM: an explainable semi-supervised deep learning framework for mineral prospectivity mapping
errGeoscientific Model Development
IF4.9
err2026-04-07
err0
errOAAI
errZijing Luo; Ehsan Farahbakhsh; Stephen Hore; R. Dietmar Müller
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errSave
Carbon emissions along divergent plate boundaries modulate icehouse-greenhouse climates
errCommunications Earth & Environment
IF8.9
err2026-01-19
err0
errOAAI
errBen R. Mather; R. Dietmar Müller; Adriana Dutkiewicz; Sabin Zahirovic
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errSave
Predicting the preservation of buried ore deposits using deep-time landscape evolution modeling
errScience Advances
IF12.5
err2025-11-26
err0
PREAI
errAddison Tu; Sabin Zahirovic; Sara Polanco; Samuel C. Boone; Matt Boyd; Claire Mallard; Pedro Restrepo; Youseph Ibrahim; Luke Mahoney; Tristan Salles; Brent McInnes; Ehsan Farahbakhsh; Fabian Kohlmann; Maria Seton; Dietmar R. Müller
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errSave
Indian Ocean carbonate compensation depth since the Late Oligocene
errGeo-Marine Letters
IF1.4
err2025-11-04
err0
PREAI
errDalvand, Faranak; Dutkiewicz, Adriana; Wright, Nicky M.; Muller, R. Dietmar
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errSave
Mid-Proterozoic expansion of passive margins and reduction in volcanic outgassing supported marine oxygenation and eukaryogenesis
errEarth and Planetary Science Letters
IF5.1
err2025-10-27
err0
errOAAI
errR. Dietmar Müller; Adriana Dutkiewicz; Juraj Farkaš; Stefan Loehr; Andrew S. Merdith
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errSave
Craton boundary detection from full-waveform tomography model reveals links to critical metal deposits
errGeoscience Frontiers
IF8.9
err2025-10-02
err0
errOAAI
errHojat Shirmard; Ben Mather; Ehsan Farahbakhsh; Karol Czarnota; R. Dietmar Müller
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errSave
Machine Learning-Based Spatio-Temporal Prospectivity Modeling of Porphyry Systems in the New Guinea and Solomon Islands Region
errTECTONICS
IF3.6
err2025-03-01
err0
errOAAI
errFarahbakhsh, Ehsan; Zahirovic, Sabin; Mcinnes, Brent; Polanco, Sara; Kohlmann, Fabian; Seton, Maria; Muller, R. Dietmar
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errSave
Earth's tectonic and plate boundary evolution over 1.8 billion years
errGEOSCIENCE FRONTIERS
IF8.9
err2024-11-01
err0
errOAAI
errCao, Xianzhi; Collins, Alan S.; Pisarevsky, Sergei; Flament, Nicolas; Li, Sanzhong; Hasterok, Derrick; Muller, R. Dietmar
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errSave
Multivariate statistical analysis and bespoke deviation network modeling for geochemical anomaly detection of rare earth elements
errAPPLIED GEOCHEMISTRY
IF3.4
err2024-11-01
err1
PREAI
errLuo, Zijing; Farahbakhsh, Ehsan; Muller, R. Dietmar; Zuo, Renguang
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errSave
Collaboration between artificial intelligence and Earth science communities for mutual benefit
errNATURE GEOSCIENCE
IF16.1
err2024-10-09
err0
PREAI
errChen, Min; Qian, Zhen; Boers, Niklas; Creutzig, Felix; Camps-Valls, Gustau; Hubacek, Klaus; Claramunt, Christophe; Wilson, John P.; Nativi, Stefano; Jakeman, Anthony J.; Mueller, R. Dietmar; Batty, Michael; Zhou, Chenghu; Chen, Fahu; Wang, Qiao; Zhang, Fan; Barton, C. Michael; Strobl, Josef; Meadows, Michael; Ratti, Carlo; Hess, Philipp; Xu, Qingsong; Zhang, Zhixin; Gu, Qiushi; Zhu, A-Xing; Lin, Hui; Yuan, Linwang; Lue, Guonian
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errSave
Spatio-temporal copper prospectivity in the American Cordillera predicted by positive-unlabeled machine learning
errGEOLOGICAL SOCIETY OF AMERICA BULLETIN
IF3.7
err2024-08-29
err1
PREAI
errAlfonso, Christopher P.; Muller, R. Dietmar; Mather, Ben; Anthony, Michele
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errSave
Deep-sea hiatus record reveals orbital pacing by 2.4 Myr eccentricity grand cycles
errNATURE COMMUNICATIONS
IF15.7
err2024-03-12
err2
errOAAI
errDutkiewicz, Adriana; Boulila, Slah; Mueller, R. Dietmar
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errSave
Prospectivity modelling of critical mineral deposits using a generative adversarial network with oversampling and positive-unlabelled bagging
errOre Geology Reviews
IF3.6
err2023-11-01
err14
errOAAI
errFarahbakhsh, Ehsan; Maughan, Jack; Mueller, R. Dietmar
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errSave
Earth's interior dynamics drive marine fossil diversity cycles of tens of millions of years
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2023-07-10
err3
errOAAI
errBoulila, Slah; Peters, Shanan E.; Mueller, R. Dietmar; Haq, Bilal U.; Hara, Nathan
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errSave
Kimberlite eruptions driven by slab flux and subduction angle
errSCIENTIFIC REPORTS
IF3.9
err2023-06-06
err7
errOAAI
errMather, Ben R.; Mueller, R. Dietmar; Alfonso, Christopher P.; Seton, Maria; Wright, Nicky M.
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
K
Klaus Hubacek
H-index: 108 · Papers: 449
陈发虎 cover
陈发虎 (Fahu Chen)
H-index: 97 · Papers: 796
M
Michael Batty
H-index: 92 · Papers: 648
T
Trond H. Torsvik
H-index: 91 · Papers: 448
C
Carlo Ratti
H-index: 90 · Papers: 789
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