Concepedia

Leon Kellner

LK

7

Publications

195

Citations

7

H-Index

2019

Active since

Affiliations

Universität Hamburg(Current)

Hamburg University of Technology

Hamburg Institut (Germany)

Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)

Leon Kellner is an author at Universität Hamburg specializing in engineering, mechanical engineering, and cryosphere.

Top concepts

EngineeringCryosphereData ScienceMachine LearningMechanical EngineeringEarth ScienceIce MechanicsPredictive AnalyticsStructural MechanicsMechanics Of Materials

Publications per year

2019–2022

7

Publications

7

Comparison of machine learning and stress concentration factors‐based fatigue failure prediction in small‐scale butt‐welded joints

Moritz Braun, Leon Kellner · Fatigue & Fracture of Engineering Materials & Structures · 2022 · 37 citations · Full text

Failure Location Predictions, Reliability Engineering, Engineering +15

Establishing a common database of ice experiments and using machine learning to understand and predict ice behavior

Leon Kellner, M. Stender, Franz von Bock und Polach et al. · Cold Regions Science and Technology · 2019 · 34 citations · Full text

Ice-water System, Ice Behavior, Engineering +15

The non-linear behavior of aqueous model ice in downward flexure

Franz von Bock und Polach, Robert Ettema, Silke Gralher et al. · Cold Regions Science and Technology · 2019 · 32 citations

Freeze-thaw Cycling, Ice-water System, Engineering +11

Prediction of fatigue failure in small-scale butt-welded joints with explainable machine learning

Moritz Braun, Leon Kellner, Sarah Schreiber et al. · Procedia Structural Integrity · 2022 · 28 citations · Full text

Statistical Characterization of Stress Concentrations along Butt Joint Weld Seams Using Deep Neural Networks

Moritz Braun, Josef Neuhäusler, Martin Denk et al. · Applied Sciences · 2022 · 24 citations · Full text

Visual Inspection, Friction Welding, Engineering +15

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