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Mats Berg

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

154

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

A Multibody Simulation-Informed Neural Network Model for Estimating Rail Surface Damage Indicators from Measured Wheel–Rail Profiles

Number of pages: 50 Posted: 05 Jan 2026
Om Prakash Yadav, Mats Berg, Sebastian Stichel and Matthias Asplund
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 78 (823,616)

Abstract:

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Railway maintenance, Wheel-rail interaction, Artificial neural networks, Rolling contact fatigue, Rail wear, intelligent monitoring

2.

Unsupervised Rail Vehicle Running Instability Detection Algorithm (Ivrida)

Number of pages: 52 Posted: 22 Oct 2022
Rohan Kulkarni, Alireza Qazizadeh and Mats Berg
Royal Institute of Technology (KTH), affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 54 (1,020,567)

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Vehicle hunting, unsupervised machine learning, Sparse Autoencoder, LSTM Encoder Decoder, worn wheel, failed yaw damper

3.

Evolution of Rolling Contact Fatigue Risk in Rails Under In-Service Degraded Wheel–Rail Profiles in Heavy-Haul Operation

Number of pages: 25 Posted: 10 Feb 2026
Om Prakash Yadav, Mats Berg, Sebastian Stichel and Matthias Asplund
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 22 (1,424,331)

Abstract:

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Rolling Contact Fatigue (RCF), Rail Wear, wheel hollow wear, track gauge widening