Physics-Based Machine Learning: Opportunities and Challenges for Mantle Convection
Marilina Valatsou, Denise Degen, Juliane Dannberg, René Gassmöller et autres
0 citations
Juliane Dannberg
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129Publications signalées
1286Citations signalées
2Affiliations récentes
Institutions déclarées
Domaines associés
Geological and Geochemical AnalysisHigh-pressure geophysics and materialsearthquake and tectonic studiesHydrocarbon exploration and reservoir analysisGeomagnetism and Paleomagnetism Studies
Publications récentes
Comment on egusphere-2026-1972
Ranpeng Li, Juliane Dannberg, René Gassmöller, Robert Myhill
0 citations
Comment on egusphere-2026-1972
Ranpeng Li, Juliane Dannberg, René Gassmöller, Robert Myhill
0 citations
Modeling thermodynamically consistent phase transitions in multi-component assemblages: An entropy method for geodynamic models
Ranpeng Li, Juliane Dannberg, René Gassmöller, Robert Myhill
0 citations
A multi-material entropy method for modeling realistic phase transitions in geodynamic simulations: Data and Software
Ranpeng Li, Juliane Dannberg, René Gassmöller, Robert Myhill
0 citationsZenodo (CERN European Organization for Nuclear Research)
Modeling thermodynamically consistent phase transitions in multi-component assemblages: An entropy method for geodynamic models: Data and Software
Ranpeng Li, Juliane Dannberg, René Gassmöller, Robert Myhill
0 citationsHelmholtz Centre for Ocean Research Kiel (GEOMAR)
A multi-material entropy method for modeling realistic phase transitions in geodynamic simulations: Data and Software
Ranpeng Li, Juliane Dannberg, René Gassmöller, Robert Myhill
0 citationsZenodo (CERN European Organization for Nuclear Research)
A Multi-Component Entropy Method for Modeling Phase Transitions in a Heterogeneous Mantle
Ranpeng Li, Juliane Dannberg, René Gassmöller, Robert Myhill
0 citations
Geodynamic Modelling of Passive Margin Stability with Grain Damage: Conditions for Subduction Initiation
Juliane Dannberg, Arushi Saxena, René Gassmöller, Menno Fraters et autres
0 citations
Investigating the Role of Fluid–Solid Coupling on Subduction Dynamics and Fluid Pathways
Daniel Douglas, Frederick LaCombe, Liang Xue, John B. Naliboff et autres
0 citations
Software as Scientific Infrastructure: CIG’s Role in Computational Geodynamics and Lessons from Developing ASPECT
René Gassmöller, Wolfgang Bangerth, Juliane Dannberg, Daniel Douglas et autres
0 citations
Physics-Based Machine Learning: Opportunities and Challenges for Mantle Convection
Marilina Valatsou, Denise Degen, Juliane Dannberg, René Gassmöller et autres
0 citationsZenodo (CERN European Organization for Nuclear Research)
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