Miguel A. García-March

According to our database, Miguel A. García-March authored at least 16 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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

2022

Characterization of anomalous diffusion through convolutional transformers.

Nicolás Firbas, Òscar Garibo i Orts, Miguel Ángel García-March, J. Alberto Conejero

CoRR, 2022

Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge (Extended Abstract).

Miguel Angel Lozano, Òscar Garibo i Orts, Eloy Piñol, Miguel Rebollo, Kristina Polotskaya, Miguel Ángel García-March, J. Alberto Conejero, Francisco Escolano, Nuria Oliver

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

Probing the edge between integrability and quantum chaos in interacting few-atom systems.

Thomás Fogarty, Miguel Ángel García-March, Lea F. Santos, Nathan L. Harshman

Quantum, 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

Efficient recurrent neural network methods for anomalously diffusing single particle short and noisy trajectories.

Òscar Garibo i Orts, Miguel A. García-March, J. Alberto Conejero

CoRR, 2021

Open Data Science to Fight COVID-19: Winning the 500k XPRIZE Pandemic Response Challenge.

Miguel Angel Lozano, Òscar Garibo i Orts, Eloy Piñol, Miguel Rebollo, Kristina Polotskaya, Miguel Ángel García-March, J. Alberto Conejero, Francisco Escolano, Nuria Oliver

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

2020

Divisibility Networks of the Rational Numbers in the Unit Interval.

Pedro A. Solares-Hernández, Miguel A. García-March, J. Alberto Conejero

Symmetry, 2020

Symmetry in Electromagnetism.

Albert Ferrando, Miguel Ángel García-March

Symmetry, 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

2011

Unisolvency for multivariate polynomial interpolation in Coatmèlec configurations of nodes.

Miguel A. García-March, Fernando Giménez, Francisco R. Villatoro, Jezabel Pérez, Pedro Fernández de Córdoba

Appl. Math. Comput., 2011

2009

A generalized finite difference method using Coatmèlec lattices.

Miguel A. García-March, Miguel Arevalillo-Herráez, Francisco R. Villatoro, Fernando Giménez, Pedro Fernández de Córdoba

Comput. Phys. Commun., 2009

2007

Introductory quantum physics courses using a LabVIEW multimedia module.

Ismael Orquín, Miguel A. García-March, Pedro Fernández de Córdoba, Javier F. Urchueguía, Juan A. Monsoriu

Comput. Appl. Eng. Educ., 2007