Hendrik Poulsen Nautrup

According to our database, Hendrik Poulsen Nautrup authored at least 15 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Interpretable representation learning of quantum data enabled by probabilistic variational autoencoders.

Paulin de Schoulepnikoff, Gorka Muñoz-Gil, Hendrik Poulsen Nautrup, Hans J. Briegel

CoRR, June, 2025

Quantum computing and artificial intelligence: status and perspectives.

Giovanni Acampora, Andris Ambainis, Natalia Ares, Leonardo Banchi, Pallavi Bhardwaj, Daniele Binosi, G. Andrew D. Briggs, Tommaso Calarco, Vedran Dunjko, Jens Eisert, Olivier Ezratty, Paul Erker, Federico Fedele, Elies Gil-Fuster, Martin Gärttner, Mats Granath, Markus Heyl, Iordanis Kerenidis, Matthias Klusch, Anton Frisk Kockum, Richard Kueng, Mario Krenn, Jörg Lässig, Antonio Macaluso, Sabrina Maniscalco, Florian Marquardt, Kristel Michielsen, Gorka Muñoz-Gil, Daniel Müssig, Hendrik Poulsen Nautrup, Evert P. L. van Nieuwenburg, Roman Orus, Jörg Schmiedmayer, Markus Schmitt, Philipp Slusallek, Filippo Vicentini, Christof Weitenberg, Frank K. Wilhelm

CoRR, May, 2025

2024

Hybrid discrete-continuous compilation of trapped-ion quantum circuits with deep reinforcement learning.

Francesco Preti, Michael Schilling, Sofiène Jerbi, Lea M. Trenkwalder, Hendrik Poulsen Nautrup, Felix Motzoi, Hans J. Briegel

Quantum, 2024

2023

The Min-Entropy of Classical-Quantum Combs for Measurement-Based Applications.

Isaac D. Smith, Marius Krumm, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Hans J. Briegel

Quantum, December, 2023

Automated gadget discovery in the quantum domain.

Lea M. Trenkwalder, Andrea López-Incera, Hendrik Poulsen Nautrup, Fulvio Flamini, Hans J. Briegel

Mach. Learn. Sci. Technol., September, 2023

Measurement-based quantum computation from Clifford quantum cellular automata.

Hendrik Poulsen Nautrup, Hans J. Briegel

CoRR, 2023

Variational measurement-based quantum computation for generative modeling.

Arunava Majumder, Marius Krumm, Tina Radkohl, Hendrik Poulsen Nautrup, Sofiène Jerbi, Hans J. Briegel

CoRR, 2023

2022

Operationally meaningful representations of physical systems in neural networks.

Hendrik Poulsen Nautrup, Tony Metger, Raban Iten, Sofiène Jerbi, Lea M. Trenkwalder, Henrik Wilming, Hans J. Briegel, Renato Renner

Mach. Learn. Sci. Technol., December, 2022

Automated Gadget Discovery in Science.

Lea M. Trenkwalder, Andrea López-Incera, Hendrik Poulsen Nautrup, Fulvio Flamini, Hans J. Briegel

CoRR, 2022

2021

Quantum machine learning beyond kernel methods.

Sofiène Jerbi, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Jonas M. Kübler, Hans J. Briegel, Vedran Dunjko

CoRR, 2021

2019

Subsystem symmetries, quantum cellular automata, and computational phases of quantum matter.

David T. Stephen, Hendrik Poulsen Nautrup, Juani Bermejo-Vega, Jens Eisert, Robert Raussendorf

Quantum, 2019

Optimizing Quantum Error Correction Codes with Reinforcement Learning.

Hendrik Poulsen Nautrup, Nicolas Delfosse, Vedran Dunjko, Hans J. Briegel, Nicolai Friis

Quantum, 2019

A framework for deep energy-based reinforcement learning with quantum speed-up.

Sofiène Jerbi, Hendrik Poulsen Nautrup, Lea M. Trenkwalder, Hans J. Briegel, Vedran Dunjko

CoRR, 2019

Photonic architecture for reinforcement learning.

Fulvio Flamini, Arne Hamann, Sofiène Jerbi, Lea M. Trenkwalder, Hendrik Poulsen Nautrup, Hans J. Briegel

CoRR, 2019

2017

Active learning machine learns to create new quantum experiments.

Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel

CoRR, 2017