Machine Learning Algorithms - A Review

• Application of System Dynamics Modeling to Assess Geotechnical–Geochemical Interactions Between Groundwater Contamination and Land Uplift in Post-Mining, Germany

  2026 Mining Metallurgy & Exploration article Environmental Science Mine drainage and remediation techniques

  0

  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
• Sensitivity analysis using physics-based machine learning: an example from surrogate modelling for magnetotellurics

  2025 Geophysical Journal International article Physics and Astronomy Model Reduction and Neural Networks Open access

  1

  citations
• A System Dynamics Simulating Model of Groundwater Level Changes and Its Impacts on Land Uplift

  2025 Mining Metallurgy & Exploration article Environmental Science Landslides and related hazards Open access

  3

  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

5 results