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Generative models can now capture the full spectrum of solutions in high-dimensional physical systems with symmetry-breaking bifurcations, a feat previously intractable.
BubbleSH reveals that bubble-swarm dynamics are highly sensitive to local perturbations, offering a rich dataset for training generative models on future trajectory predictions.
