Hendrik Poulsen Nautrup

18 papers Journal 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Disentanglement by means of action-induced representations. CoRR Gorka Muñoz-Gil, Hendrik Poulsen Nautrup, Arunava Majumder, Paulin de Schoulepnikoff, Florian Fürrutter, Marius Krumm, Hans J. Briegel
2025	J	`jnl`	Interpretable representation learning of quantum data enabled by probabilistic variational autoencoders. CoRR Paulin de Schoulepnikoff, Gorka Muñoz-Gil, Hendrik Poulsen Nautrup, Hans J. Briegel
2025	J	`jnl`	Quantum computing and artificial intelligence: status and perspectives. CoRR 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
2024	J	`jnl`	Hybrid discrete-continuous compilation of trapped-ion quantum circuits with deep reinforcement learning. Quantum Francesco Preti, Michael Schilling, Sofiène Jerbi, Lea M. Trenkwalder, Hendrik Poulsen Nautrup, Felix Motzoi, Hans J. Briegel
2023	J	`jnl`	Automated gadget discovery in the quantum domain. Mach. Learn. Sci. Technol. Lea M. Trenkwalder, Andrea López-Incera, Hendrik Poulsen Nautrup, Fulvio Flamini, Hans J. Briegel
2023	J	`jnl`	Measurement-based quantum computation from Clifford quantum cellular automata. CoRR Hendrik Poulsen Nautrup, Hans J. Briegel
2023	J	`jnl`	The Min-Entropy of Classical-Quantum Combs for Measurement-Based Applications. Quantum Isaac D. Smith, Marius Krumm, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Hans J. Briegel
2023	J	`jnl`	Variational measurement-based quantum computation for generative modeling. CoRR Arunava Majumder, Marius Krumm, Tina Radkohl, Hendrik Poulsen Nautrup, Sofiène Jerbi, Hans J. Briegel
2022	J	`jnl`	Automated Gadget Discovery in Science. CoRR Lea M. Trenkwalder, Andrea López-Incera, Hendrik Poulsen Nautrup, Fulvio Flamini, Hans J. Briegel
2022	J	`jnl`	Operationally meaningful representations of physical systems in neural networks. Mach. Learn. Sci. Technol. Hendrik Poulsen Nautrup, Tony Metger, Raban Iten, Sofiène Jerbi, Lea M. Trenkwalder, Henrik Wilming, Hans J. Briegel, Renato Renner
2021	J	`jnl`	Quantum machine learning beyond kernel methods. CoRR Sofiène Jerbi, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Jonas M. Kübler, Hans J. Briegel, Vedran Dunjko
2020	J	`jnl`	Operationally meaningful representations of physical systems in neural networks. CoRR Hendrik Poulsen Nautrup, Tony Metger, Raban Iten, Sofiène Jerbi, Lea M. Trenkwalder, Henrik Wilming, Hans J. Briegel, Renato Renner
2019	J	`jnl`	A framework for deep energy-based reinforcement learning with quantum speed-up. CoRR Sofiène Jerbi, Hendrik Poulsen Nautrup, Lea M. Trenkwalder, Hans J. Briegel, Vedran Dunjko
2019	J	`jnl`	Optimizing Quantum Error Correction Codes with Reinforcement Learning. Quantum Hendrik Poulsen Nautrup, Nicolas Delfosse, Vedran Dunjko, Hans J. Briegel, Nicolai Friis
2019	J	`jnl`	Photonic architecture for reinforcement learning. CoRR Fulvio Flamini, Arne Hamann, Sofiène Jerbi, Lea M. Trenkwalder, Hendrik Poulsen Nautrup, Hans J. Briegel
2019	J	`jnl`	Subsystem symmetries, quantum cellular automata, and computational phases of quantum matter. Quantum David T. Stephen, Hendrik Poulsen Nautrup, Juani Bermejo-Vega, Jens Eisert, Robert Raussendorf
2018	J	`jnl`	Optimizing Quantum Error Correction Codes with Reinforcement Learning. CoRR Hendrik Poulsen Nautrup, Nicolas Delfosse, Vedran Dunjko, Hans J. Briegel, Nicolai Friis
2017	J	`jnl`	Active learning machine learns to create new quantum experiments. CoRR Alexey A. Melnikov, Hendrik Poulsen Nautrup, Mario Krenn, Vedran Dunjko, Markus Tiersch, Anton Zeilinger, Hans J. Briegel