PhD Candidate

Lukas Stefan Schild

Department of Civil Engineering and Environmental Sciences
Lukas Stefan Schild
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Sogndal
HB, H-2034-C
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Field of work

I am engaged in research at the intersection of geoscience, data science, and artificial intelligence. My primary focus revolves around Early Warning Systems for Rock Falls and Landslides, employing innovative approaches to enhance predictive capabilities and improve understanding of unstable rock slopes.

 

Research Objectives:

  • Develop advanced Early Warning Systems that incorporate multi-disciplinary data sources.
  • Explore the potential of data science in analyzing geological and environmental data for improved hazard prediction.
  • Investigate the integration of sensor networks to enhance our understanding of inaccessible rock slopes.
  • Advance the application of Explainable Artificial Intelligence for transparent and comprehensible forecasting models.


Courses taught
  • Computer Architecture and Operating Systems (Bachelor)

Research areas
  • eXplainable Artificial Intelligence (XAI)
  • Sensor Data Fusion
  • Early Warning Systems for Rock Slope Failures

Research groups
Courses taught
  • DAT103, Computers and Operating Systems, Spring 2025
  • DAT103, Computers and Operating Systems, Fall 2024

Publications

  • Monitoring displacement patterns, acceleration and failure (July 2023) at the unstable rock slope Stampa, Western Norway

    Thomas Scheiber, Alexander Maschler, Lukas Stefan Schild, Paula Snook, Stig Frode Samnøy, Lene Kristensen (2024)

  • Displacement patterns, acceleration and failure from the unstable rock slope Stampa, Western Norway

    Paula Snook, Alexander Maschler, Lukas Stefan Schild, Thomas Scheiber, Stig Frode Samnøy, Lene Kristensen (2023)

  • Acceleration in a rock column within the unstable rock slope ‘Stampa’ Aurland municipality, Vestland county

    Paula Snook, Thomas Scheiber, Lukas Stefan Schild, Stig Frode Samnøy, Helge Henriksen, Lene Kristensen (2023)

  • Sensor Data Fusion for Monitoring Unstable Rock Slopes

    Lukas Stefan Schild, Thomas Scheiber, Paula Snook, Reza Arghandeh, Stig Frode Samnøy, Alexander Maschler (2023)

  • July 2023 failure from the unstable rock slope Stampa, Western Norway

    Alexander Maschler, Thomas Scheiber, Paula Snook, Lukas Stefan Schild, Stig Frode Samnøy, Lene Kristensen (2023)
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