Reduced Basis Methods for Partial Differential Equations

• 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
• 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
• Surrogate modeling in irreversible electroporation towards real-time treatment planning

  2023 Applied Mathematical Modelling article Biochemistry, Genetics and Molecular Biology Microbial Inactivation Methods Open access

  4

  citations
• A reduced basis ensemble Kalman method

  2023 GEM - International Journal on Geomathematics article Physics and Astronomy Model Reduction and Neural Networks Open access

  9

  citations
• Reduced basis surrogates for quantum spin systems based on tensor networks

  2023 Physical review. E article Physics and Astronomy Quantum many-body systems Open access

  9

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

  2021 Geoscientific model development article Physics and Astronomy Model Reduction and Neural Networks Open access

  10

  citations
• Effects of transient processes for thermal simulations of the Central European Basin

  2021 Geoscientific model development article Engineering Reservoir Engineering and Simulation Methods Open access

  7

  citations

7 results