E. V. van Nieuwenburg

Learning algorithm reflecting universal scaling behavior near phase transitions

M. Buchhold, N. Maskara, M. Endres, 2022, Physical Review Research.

Incompressible Polaritons in a Flat Band.

G. Blatter, S. Huber, S. Schmidt, 2015, Physical review letters.

Reusability report: Comparing gradient descent and Monte Carlo tree search optimization of quantum annealing schedules

Matteo M. Wauters, E. V. van Nieuwenburg, Everard van Nieuwenburg, 2022, Nature Machine Intelligence.

Hamiltonian learning for quantum error correction

Sebastian Huber, Evert van Nieuwenburg, Evert P L van Nieuwenburg, 2019, Physical Review Research.

From Bloch oscillations to many-body localization in clean interacting systems

G. Refael, Evert van Nieuwenburg, Y. Baum, 2018, Proceedings of the National Academy of Sciences.

Learning phase transitions by confusion

S. Huber, E. V. Nieuwenburg, Ye-Hua Liu, 2016, Nature Physics.

Reinforcement learning decoders for fault-tolerant quantum computation pdf

Jens Eisert, Ryan Sweke, Markus S. Kesselring, 2018, Mach. Learn. Sci. Technol..

Integrating Neural Networks with a Quantum Simulator for State Reconstruction.

Roger G. Melko, Giacomo Torlai, Mikhail D. Lukin, 2019, Physical review letters.

Discriminative Cooperative Networks for Detecting Phase Transitions.

Ye-Hua Liu, Evert P L van Nieuwenburg, Ye-Hua Liu, 2017, Physical review letters.