
MS062A Machine Learning and Data-Driven Approaches in Railway Dynamics I
MS Corresponding Organizer: Dr. Araliya Mosleh ( Porto University , Portugal )
Chaired by:
Dr. Araliya Mosleh (Porto University , Portugal) , Dr. Andreas Stollwitzer (TU Wien , Austria)
Dr. Araliya Mosleh (Porto University , Portugal) , Dr. Andreas Stollwitzer (TU Wien , Austria)
Scheduled presentations:
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Data-based verification for mathematical calculation of the damping factor of railway bridges
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Unsupervised Data-driven Tool for Track Support Conditions Assessment – First Results
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Cost Efficient Axle Load Collective Estimation
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Comparison of Data-Driven Output-Only Methods for Damage Detection with a Focus on Deep Learning Algorithms
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Drive-by Monitoring of Railway Bridge Modal Parameters - Comparison of Different Data-Driven Methods Using In-Situ Recorded Data
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Train speed optimization under punctuality and energy constraints