2 papers
cs.LG2026
MGRD: Compact morphology-gated residual diffusion for variance-aware cross-domain neurite forecasting
Tsung Yeh Hsieh, Cosmin Anitescu, Chunghwan Kim +2
Tracking neurite morphology over time helps characterize structural changes during neuronal development and deterioration, but long-term time-lapse imaging is resource-intensive an…
cs.LG2025
GALDS: A Graph-Autoencoder-based Latent Dynamics Surrogate model to predict neurite material transport
Tsung Yeh Hsieh, Yongjie Jessica Zhang
Neurons exhibit intricate geometries within their neurite networks, which play a crucial role in processes such as signaling and nutrient transport. Accurate simulation of material…