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1. railway-event-detection railway-event-detection Public

   Machine learning framework for detecting critical events in railway infrastructure from trackside accelerometer vibration signals. Companion code for Transportation Engineering 23, 100414 (2026).

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2. railway-vibration-events railway-vibration-events Public

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3. HHO-Gas-ML-KOH HHO-Gas-ML-KOH Public

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4. HHO-Gas-ML-NaOH HHO-Gas-ML-NaOH Public

   Gradient boosting models predicting oxyhydrogen (HHO) gas production rate and system efficiency for a flat-plate electrolyser using NaOH electrolyte, with SHAP feature attribution. Companion code f…

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5. eeg-golf-putting eeg-golf-putting Public

   EEG analysis of a golf-putting task: spectral comparison, single-trial hit/miss classification, sequential 4-class dynamics, a CNN on Wigner-Ville images, and a physics-guided NumPy network, all ov…

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6. eeg-mne-classification eeg-mne-classification Public

   MNE-Python pipeline for EEG hit/miss classification from the 1.5 s window preceding each marker: feature extraction, per-channel analysis, recurrent models, and preprocessing figures. Sampling rate…

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