Patrick Huembeli

Adversarial Domain Adaptation for Identifying Phase Transitions

Peter Wittek, Patrick Huembeli, Alexandre Dauphin, 2017, ArXiv.

Phase detection with neural networks: interpreting the black box

Maciej Lewenstein, Patrick Huembeli, Alexandre Dauphin, 2020, New Journal of Physics.

Characterizing the loss landscape of variational quantum circuits

Patrick Huembeli, Alexandre Dauphin, Patrick Huembeli, 2020, Quantum Science and Technology.

Unsupervised Phase Discovery with Deep Anomaly Detection.

Maciej Lewenstein, Patrick Huembeli, Antonio Acin, 2020, Physical review letters.

Adversarial Domain Adaptation for Identifying Phase Transitions pdf

Peter Wittek, Patrick Huembeli, Alexandre Dauphin, 2017, ArXiv.

QuCumber: wavefunction reconstruction with neural networks

Roger G. Melko, Patrick Huembeli, Giacomo Torlai, 2018, SciPost Physics.

Quadratic Unconstrained Binary Optimisation via Quantum-Inspired Annealing

Patrick Huembeli, Alexandre Dauphin, Joseph Bowles, 2021 .

Automated discovery of characteristic features of phase transitions in many-body localization

Peter Wittek, Patrick Huembeli, Alexandre Dauphin, 2018, Physical Review B.