MOOSE: Enabling massively parallel multiphysics simulation

• SymX: Energy-based Simulation from Symbolic Expressions

  2025 ACM Transactions on Graphics article Computer Science Artificial Intelligence in Games Open access

  2

  citations
• About the trustworthiness of physics-based machine learning – considerations for geomechanical applications

  2025 Solid Earth article Physics and Astronomy Model Reduction and Neural Networks Open access

  2

  citations
• Numerical analysis of far-field fault reactivation induced by reservoir cooling

  2025 Geothermics article Earth and Planetary Sciences Seismic Imaging and Inversion Techniques Open access

  0

  citations
• Experimental and numerical analysis of injection-induced permeability changes in pre-existing fractures

  2024 Geomechanics for Energy and the Environment article Environmental Science Groundwater flow and contamination studies Open access

  5

  citations
• Cohesive phase-field chemo-mechanical simulations of inter- and trans- granular fractures in polycrystalline NMC cathodes via image-based 3D reconstruction

  2024 Journal of Power Sources article Engineering Advanced Battery Technologies Research Open access

  41

  citations
• Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations

  2023 Geoscientific model development article Physics and Astronomy Model Reduction and Neural Networks Open access

  39

  citations
• A greedy sensor selection algorithm for hyperparameterized linear Bayesian inverse problems with correlated noise models

  2023 Journal of Computational Physics article Engineering Reservoir Engineering and Simulation Methods Open access

  7

  citations
• Constitutive modeling of clay shales in undrained conditions and its experimental verification for Opalinus Clay

  2023 International Journal of Rock Mechanics and Mining Sciences article Engineering Rock Mechanics and Modeling

  16

  citations
• DRAGen – A deep learning supported RVE generator framework for complex microstructure models

  2023 Heliyon article Materials Science Hydrogen embrittlement and corrosion behaviors in metals Open access cited by 1 patent

  32

  citations
• A Machine Learning Enabled Image‐data‐driven End‐to‐end Mechanical Field Predictor For Dual‐Phase Steel

  2023 PAMM article Materials Science Hydrogen embrittlement and corrosion behaviors in metals Open access

  10

  citations
• 3D multi-physics uncertainty quantification using physics-based machine learning

  2022 Scientific Reports article Decision Sciences Probabilistic and Robust Engineering Design Open access

  30

  citations
• 3D Multi-Physics Uncertainty Quantification using Physics-Based Machine Learning

  2022 Research Square preprint Decision Sciences Probabilistic and Robust Engineering Design Open access

  0

  citations
• Modeling and simulation of microstructure in metallic systems based on multi-physics approaches

  2022 npj Computational Materials article Materials Science Microstructure and mechanical properties Open access

  37

  citations
• Uncertainty quantification for basin-scale geothermal conduction models

  2022 Scientific Reports article Engineering Reservoir Engineering and Simulation Methods Open access

  18

  citations
• Crustal-scale thermal models: revisiting the influence of deep boundary conditions

  2022 Environmental Earth Sciences article Environmental Science CO2 Sequestration and Geologic Interactions Open access

  14

  citations
• How biased are our models? – a case study of the alpine region

  2021 Geoscientific model development article Decision Sciences Probabilistic and Robust Engineering Design Open access

  10

  citations
• Unloading induced absolute negative pore pressures in a low permeable clay shale

  2021 Engineering Geology article Engineering Soil and Unsaturated Flow

  23

  citations
• Comment on gmd-2021-48

  2021 peer-review Environmental Science CO2 Sequestration and Geologic Interactions Open access

  0

  citations
• Productivity enhancement of geothermal wells through fault zones: Efficient numerical evaluation of a parameter space for the Upper Jurassic aquifer of the North Alpine Foreland Basin

  2021 Geothermics article Energy Geothermal Energy Systems and Applications

  26

  citations

19 results