Generalization

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(a) time

Dataset

GNN

Neural Material

Our Initialization

Ours

Ground Truth

(b) velocity

Dataset

GNN

Neural Material

Our Initialization

Ours

Ground Truth

(c) geometry

Dataset

GNN

Neural Material

Our Initialization

Ours

Ground Truth

(d) boundary

Dataset

GNN

Neural Material

Our Initialization

Ours

Ground Truth

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