Gorka Muñoz-Gil

19 papers B 1Journal 18
YearRankTypeTitle / 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
Learning Minimal Representations of Many-Body Physics from Snapshots of a Quantum Simulator.
CoRR
Frederik Møller, Gabriel Fernández-Fernández, Thomas Schweigler, Paulin de Schoulepnikoff, Jörg Schmiedmayer, Gorka Muñoz-Gil
2025 J jnl
Learning to reset in target search problems.
CoRR
Gorka Muñoz-Gil, Hans J. Briegel, Michele Caraglio
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
2025 J jnl
Synthesis of discrete-continuous quantum circuits with multimodal diffusion models.
CoRR
Florian Fürrutter, Zohim Chandani, Ikko Hamamura, Hans J. Briegel, Gorka Muñoz-Gil
2024 J jnl
Artificial Agency and Large Language Models.
CoRR
Maud van Lier, Gorka Muñoz-Gil
2024 J jnl
Quantum circuit synthesis with diffusion models.
Nat. Mac. Intell.
Florian Fürrutter, Gorka Muñoz-Gil, Hans J. Briegel
2023 J jnl
Learning minimal representations of stochastic processes with variational autoencoders.
CoRR
Gabriel Fernández-Fernández, Carlo Manzo, Maciej Lewenstein, Alexandre Dauphin, Gorka Muñoz-Gil
2023 J jnl
Optimal foraging strategies can be learned and outperform Lévy walks.
CoRR
Gorka Muñoz-Gil, Andrea López-Incera, Lukas J. Fiderer, Hans J. Briegel
2023 J jnl
Quantum circuit synthesis with diffusion models.
CoRR
Florian Fürrutter, Gorka Muñoz-Gil, Hans J. Briegel
2023 J jnl
Universal representation by Boltzmann machines with Regularised Axons.
CoRR
Przemyslaw R. Grzybowski, Antoni Jankiewicz, Eloy Piñol, David Cirauqui, Dorota H. Grzybowska, Pawel M. Petrykowski, Miguel Ángel García-March, Maciej Lewenstein, Gorka Muñoz-Gil, Alejandro Pozas-Kerstjens
2022 J jnl
Citizen Science to Assess Light Pollution with Mobile Phones.
Remote. Sens.
Gorka Muñoz-Gil, Alexandre Dauphin, Federica A. Beduini, Alejandro Sánchez de Miguel
2021 J jnl
Efficient training of energy-based models via spin-glass control.
Mach. Learn. Sci. Technol.
Alejandro Pozas-Kerstjens, Gorka Muñoz-Gil, Eloy Piñol, Miguel Ángel García-March, Antonio Acín, Maciej Lewenstein, Przemyslaw R. Grzybowski
2021 J jnl
Unsupervised learning of anomalous diffusion data.
CoRR
Gorka Muñoz-Gil, Guillem Guigó i Corominas, Maciej Lewenstein
2020 J jnl
Control of anomalous diffusion of a Bose polaron.
Quantum
Christos Charalambous, Miguel Ángel García-March, Gorka Muñoz-Gil, Przemyslaw R. Grzybowski, Maciej Lewenstein
2020 B conf
Understanding and improving unsupervised training of Boltzman machines.
ESANN
Przemyslaw R. Grzybowski, Gorka Muñoz-Gil, Alejandro Pozas-Kerstjens, Miguel Ángel García-March, Maciej Lewenstein
2019 J jnl
Efficient training of energy-based models via spin-glass control.
CoRR
Alejandro Pozas-Kerstjens, Gorka Muñoz-Gil, Miguel Ángel García-March, Antonio Acín, Maciej Lewenstein, Przemyslaw R. Grzybowski
2019 J jnl
Machine learning method for single trajectory characterization.
CoRR
Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo, José David Martín-Guerrero, Maciej Lewenstein