2 papers
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…
cs.GR2025
PyTopo3D: A Python Framework for 3D SIMP-based Topology Optimization
Jihoon Kim, Namwoo Kang
Three-dimensional topology optimization (TO) is a powerful technique in engineering design, but readily usable, open-source implementations remain limited within the popular Python…