Explainable Machine Learning for Scientific Insights and Discoveries

• Revealing drivers of green technology adoption through explainable Artificial Intelligence

  2025 Advances in Applied Energy article Engineering Electric Vehicles and Infrastructure Open access

  2

  citations
• Computing formation enthalpies through an explainable machine learning method: the case of lanthanide orthophosphates solid solutions

  2024 Frontiers in Applied Mathematics and Statistics article Materials Science Machine Learning in Materials Science Open access

  1

  citations
• Transparency in Medical Artificial Intelligence Systems

  2023 International Journal of Semantic Computing article Computer Science Explainable Artificial Intelligence (XAI)

  2

  citations
• Understanding electricity prices beyond the merit order principle using explainable AI

  2023 Energy and AI article Engineering Energy Load and Power Forecasting Open access

  49

  citations
• The Internet of Production as the Foundation of Data Utilization in Production

  2023 Springer eBooks book-chapter Engineering Digital Transformation in Industry

  3

  citations
• Increasing trust and fairness in machine learning applications within the mortgage industry

  2022 Machine Learning with Applications article Computer Science Explainable Artificial Intelligence (XAI) Open access

  5

  citations
• Establishing Transparency in Artificial Intelligence Systems

  2022 International Conference on Transdisciplinary AI (TransAI) conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  5

  citations
• Geospatial Information Research: State of the Art, Case Studies and Future Perspectives

  2022 PFG – Journal of Photogrammetry Remote Sensing and Geoinformation Science article Social Sciences Geographic Information Systems Studies Open access

  55

  citations
• Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties

  2022 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access

  30

  citations
• Comment on gmd-2022-2

  2022 peer-review Environmental Science Air Quality Monitoring and Forecasting Open access

  0

  citations
• Perspectives on data-driven models and its potentials in metal forming and blanking technologies

  2022 Production Engineering article Engineering Metal Forming Simulation Techniques Open access

  63

  citations
• Comment on gmd-2022-2

  2022 peer-review Environmental Science Air Quality Monitoring and Forecasting Open access

  0

  citations
• Comment on gmd-2022-2

  2022 peer-review Environmental Science Air Quality Monitoring and Forecasting Open access

  0

  citations
• Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties

  2022 preprint Environmental Science Air Quality Monitoring and Forecasting Open access

  4

  citations
• Time-Series Analysis and Forecasting of Power Consumption using Gaussian Process Regression

  2021 International Conference on Smart Energy Systems and Technologies (SEST) conference-paper Engineering Energy Load and Power Forecasting

  1

  citations
• Das Internet of Production als Fundament der Datenverwertung in der Produktion

  2021 Springer eBooks book-chapter Engineering Digital Transformation in Industry

  4

  citations

16 results