Avatar: Fire and Ash required geometric consistency between photographed and simulated water in chaotic tank environments over long frame sequences, with characters interacting directly with the surface. We describe a feature-driven approach for recovering temporally coherent water motion to support stable parametric modeling and simulation coupling.

Sam Cole, Nicholas Illingworth, Alexey Stomakhin, Sean Flynn

SIGGRAPH 2026 (Talks)