178 citations · 846 across the 22 of their papers we have counts for
22 papers
Long-range interactions in Weyl dense atomic arrays protected from dissipation and disorder
Iñaki García-Elcano, Paloma A. Huidobro, Jorge Bravo-Abad +1
Long-range interactions are a key resource in many quantum phenomena and technologies. Free-space photons mediate power-law interactions but lack tunability and suffer from decoher…
Emergence of Spinon Fermi Arcs in the Weyl-Mott Metal-Insulator Transition
Manuel Fernández López, Iñaki García-Elcano, Jorge Bravo-Abad +1
The Weyl-Mott insulator (WMI) has been postulated as a novel type of correlated insulator with non-trivial topological properties. We introduce a minimal microscopic model that cap…
Generative adversarial networks for data-scarce spectral applications
Juan José García-Esteban, Juan Carlos Cuevas, Jorge Bravo-Abad
Generative adversarial networks (GANs) are one of the most robust and versatile techniques in the field of generative artificial intelligence. In this work, we report on an applica…
Probing and harnessing photonic Fermi arc surface states using light-matter interactions
Iñaki García-Elcano, Jaime Merino, Jorge Bravo-Abad +1
Fermi arcs, i.e., surface states connecting topologically-distinct Weyl points, represent a paradigmatic manifestation of the topological aspects of Weyl physics. Here, we investig…
Tackling Multimodal Device Distributions in Inverse Photonic Design using Invertible Neural Networks
Michel Frising, Jorge Bravo-Abad, Ferry Prins
Inverse design, the process of matching a device or process parameters to exhibit a desired performance, is applied in many disciplines ranging from material design over chemical p…
Deep learning for the modeling and inverse design of radiative heat transfer
Juan José García-Esteban, Jorge Bravo-Abad, Juan Carlos Cuevas
Deep learning is having a tremendous impact in many areas of computer science and engineering. Motivated by this success, deep neural networks are attracting an increasing attentio…