2 papers
cs.LG2026
Field Validation of a Multi-Resolution ConvLSTM Framework for Retaining Wall Deformation Prediction
Jihoon Kim, Saeyon Kim, Heejung Youn
This study presents a comprehensive field validation of a multi-resolution Convolutional Long Short-Term Memory (ConvLSTM) framework for predicting retaining wall deformation durin…
cs.LG2026
Spatio-Temporal Forecasting of Retaining Wall Deformation: Mitigating Error Accumulation via Multi-Resolution ConvLSTM Stacking Ensemble
Jihoon Kim, Heejung Youn
This study proposes a multi-resolution Convolutional Long Short-Term Memory (ConvLSTM) ensemble framework that leverages diverse temporal input resolutions to mitigate error accumu…