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Conference

ELASTIC RESPONSE AND PERMANENT SETTLEMENT PREDICTION OF A REDUCED SCALE HIGH SPEED RAILWAY TRACK PORTION USING MACHINE LEARNING

Subjects: Reduced Scale Experiment; High Speed Trains; Permanent SettlementFranceRhodes (Grèce), France

  • Source: 10th ECCOMAS Thematic Conference on Computational Methods in Structural Dynamics and Earthquake EngineeringCOMPDYN 2025https://hal.science/hal-05459867COMPDYN 2025, Jun 2025, Rhodes

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Conference

Damage detection of civil structures through machine learning approaches

Subjects: SHM; bridges assessment; Time Series AnalysisGand; Belgium

  • Source: International Association for Bridge and Structural Engineering Congress Ghent 2025 ; https://hal.science/hal-05195040 ; International Association for Bridge and Structural Engineering Congress Ghent

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Conference

Using Machine Learning for Predicting Collapse extending in Abandoned Underground Mines

Subjects: smote; random forest; synthetic data generationTrondheim; Norway

  • Source: ISRM European Rock Mechanics Symposium (EUROCK 2025) ; https://hal.science/hal-05312019 ; ISRM European Rock Mechanics Symposium (EUROCK 2025), Jun 2025, Trondheim, Norway

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Academic Journal

Gaussian framework and optimal projection of weather fields for prediction of extreme events

Subjects: Heat wave; Statisctics; Machine learning

  • Source: ISSN: 1942-2466 ; Journal of Advances in Modeling Earth Systems ; https://hal.science/hal-04618703 ; Journal of Advances in Modeling Earth Systems, 2025, 17 (6), pp.e2024MS004487.

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Academic Journal

Faster than real-time, phase-resolving, data-driven model of wave propagation and wave–structure interaction

Subjects: Machine learning; Wave-structure interaction; Wave propagation

  • Source: ISSN: 0141-1187 ; Applied Ocean Research ; https://hal.science/hal-04871928 ; Applied Ocean Research, 2025, 154, pp.104291. ⟨10.1016/j.apor.2024.104291⟩ ;

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