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animation descriptor 1cloud data access 1commodity hardware 1gpu acceleration 1implicit neural representations 1llm-assisted scripting 1petascale data 1stochastic rendering 1time-varying data 1time-varying visualization 1volume rendering 1

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cs.AI2026

Animating Petascale Time-varying Data on Commodity Hardware with LLM-assisted Scripting

Ishrat Jahan Eliza, Xuan Huang, Aashish Panta +4

The paper presents a framework that lets scientists create 3D animations of petascale, time‑varying datasets on a standard workstation using a keyframe‑based animation descriptor a…