💥 DeepFracture — Live Runtime

Interactive demo of the paper “DeepFracture: A Generative Approach for Predicting Brittle Fractures with Neural Discrete Representation Learning” — Yuhang Huang & Takashi Kanai, Computer Graphics Forum, 2025.

Click the squirrel to shoot. Drag to orbit, scroll to zoom.

Impact → 7-D collision embedding → Siren encoder + VQ codebook lookup (live in JS) → fragments re-enter the physics. Every codebook entry was decoded (128³) and watershed-segmented offline, so the runtime result is identical to the paper's pipeline with zero inference wait.

Paper · Code · Weights

Ready.
⏳ Loading physics + scene…