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From Classical to Quantum: Extending Prometheus for Unsupervised Discovery of Phase Transitions in Three Dimensions and Quantum Systems

Brandon Yee *1, Wilson Collins 1, Maximilian Rutkowski 1

1 Yee Collins Research Group

@article{yee2026prometheus,
  title={From Classical to Quantum: Extending Prometheus for Unsupervised Discovery of Phase Transitions in Three Dimensions and Quantum Systems},
  author={Yee, Brandon and Collins, Wilson and Rutkowski, Maximilian},
  journal={arXiv preprint arXiv:2602.14928},
  year={2026}
}

Correspondence: b.yee@ycrg-labs.org


This work was supported by the Yee Collins Research Group.

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Unsupervised discovery of phase transitions in physical systems using beta variational autoencoders.

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