Gorka Muñoz-Gil

According to our database, Gorka Muñoz-Gil authored at least 16 papers between 2019 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

Synthesis of discrete-continuous quantum circuits with multimodal diffusion models.

Florian Fürrutter, Zohim Chandani, Ikko Hamamura, Hans J. Briegel, Gorka Muñoz-Gil

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

Learning to reset in target search problems.

Gorka Muñoz-Gil, Hans J. Briegel, Michele Caraglio

CoRR, March, 2025

2024

Quantum circuit synthesis with diffusion models.

Florian Fürrutter, Gorka Muñoz-Gil, Hans J. Briegel

Nat. Mac. Intell., 2024

Artificial Agency and Large Language Models.

Maud van Lier, Gorka Muñoz-Gil

CoRR, 2024

2023

Universal representation by Boltzmann machines with Regularised Axons.

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

CoRR, 2023

Learning minimal representations of stochastic processes with variational autoencoders.

Gabriel Fernández-Fernández, Carlo Manzo, Maciej Lewenstein, Alexandre Dauphin, Gorka Muñoz-Gil

CoRR, 2023

Optimal foraging strategies can be learned and outperform Lévy walks.

Gorka Muñoz-Gil, Andrea López-Incera, Lukas J. Fiderer, Hans J. Briegel

CoRR, 2023

2022

Citizen Science to Assess Light Pollution with Mobile Phones.

Gorka Muñoz-Gil, Alexandre Dauphin, Federica A. Beduini, Alejandro Sánchez de Miguel

Remote. Sens., 2022

2021

Efficient training of energy-based models via spin-glass control.

Alejandro Pozas-Kerstjens, Gorka Muñoz-Gil, Eloy Piñol, Miguel Ángel García-March, Antonio Acín, Maciej Lewenstein, Przemyslaw R. Grzybowski

Mach. Learn. Sci. Technol., 2021

Unsupervised learning of anomalous diffusion data.

Gorka Muñoz-Gil, Guillem Guigó i Corominas, Maciej Lewenstein

CoRR, 2021

2020

Control of anomalous diffusion of a Bose polaron.

Christos Charalambous, Miguel Ángel García-March, Gorka Muñoz-Gil, Przemyslaw R. Grzybowski, Maciej Lewenstein

Quantum, 2020

Understanding and improving unsupervised training of Boltzman machines.

Przemyslaw R. Grzybowski, Gorka Muñoz-Gil, Alejandro Pozas-Kerstjens, Miguel Ángel García-March, Maciej Lewenstein

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2019

Efficient training of energy-based models via spin-glass control.

Alejandro Pozas-Kerstjens, Gorka Muñoz-Gil, Miguel Ángel García-March, Antonio Acín, Maciej Lewenstein, Przemyslaw R. Grzybowski

CoRR, 2019

Machine learning method for single trajectory characterization.

Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo, José David Martín-Guerrero, Maciej Lewenstein

CoRR, 2019