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

Publications

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

    Scheiber, Thomas, Maschler, Alexander, Schild, Lukas Stefan, Snook, Paula, Samnøy, Stig Frode, Kristensen, Lene, Dahle, Halgeir, Aalbu, Jan Helge, Henriksen, Helge (2024)

  • Subsurface fracture ventilation and gas emission and their relation to rock slope deformation

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

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

    Maschler, Alexander, Scheiber, Thomas, Snook, Paula, Schild, Lukas Stefan, Samnøy, Stig Frode, Kristensen, Lene, Dahle, Halgeir, Aalbu, Jan Helge, Henriksen, Helge (2023)

  • Natural ventilation through open bedrock fracture systems and its influence on rock slope stability

    Scheiber, Thomas, Snook, Paula, Haanes, Hallvard, Maschler, Alexander, Schild, Lukas (2023)

  • Sensor Data Fusion for Monitoring Unstable Rock Slopes

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