Zobrazeno 1 - 10
of 2 292
pro vyhledávání: '"Ruiz, A. S."'
The Certainty Ratio $C_\rho$: a novel metric for assessing the reliability of classifier predictions
Autor:
Aguilar-Ruiz, Jesus S.
Evaluating the performance of classifiers is critical in machine learning, particularly in high-stakes applications where the reliability of predictions can significantly impact decision-making. Traditional performance measures, such as accuracy and
Externí odkaz:
http://arxiv.org/abs/2411.01973
Autor:
Aguilar-Ruiz, Jesus S.
Feature Selection techniques aim at finding a relevant subset of features that perform equally or better than the original set of features at explaining the behavior of data. Typically, features are extracted from feature ranking or subset selection
Externí odkaz:
http://arxiv.org/abs/2411.01204
In today's data-intensive landscape, where high-dimensional datasets are increasingly common, reducing the number of input features is essential to prevent overfitting and improve model accuracy. Despite numerous efforts to tackle dimensionality redu
Externí odkaz:
http://arxiv.org/abs/2411.01203
Autor:
Alvaro-Gómez, L., Masseboeuf, A., Mille, N., ález, C. Fernández-Gonz, Ruiz-Gómez, S., Toussaint, J. C, Belkhou, R., Foerster, M., Pereiro, E., Aballe, L., Thirion, C., Gusakova, D., Fruchart, O., Pérez, L.
Cylindrical magnetic nanowires have been proposed as a means of storing and processing information in a 3D medium, based on the motion of domain walls~(DWs). Introducing short chemical modulations in such wires would allow for reliable digital contro
Externí odkaz:
http://arxiv.org/abs/2405.00652
Autor:
Sandoval, Miguel A. Cascales, Hierro-Rodríguez, A., Ruiz-Gómez, S., Skoric, L., Niño, M. A., McVitie, S., Flewett, S., Foerster, M., Vedmedenko, Elena Y., Jaouen, N., Fernández-Pacheco, A.
Chiral magnetic textures are key for the development of modern spintronic devices. In multilayered thin films, these are typically stabilized via the interfacial intralayer Dzyaloshinskii-Moriya interaction (DMI). Additionally, it has been recently o
Externí odkaz:
http://arxiv.org/abs/2404.07637
Autor:
Álvaro-Gómez, L., Hurst, J., Hegde, S., Ruiz-Gómez, S., Pereiro, E., Aballe, L., Toussaint, J. C, Pérez, L., Masseboeuf, A., Thirion, C., Fruchart, O., Gusakova, D.
Topology is a powerful tool for categorizing magnetization textures, highlighting specific features in both 2D systems, such as thin films or curved surfaces, and in 3D bulk systems. In the emerging field of 3D nanomagnetism within confined geometrie
Externí odkaz:
http://arxiv.org/abs/2403.15343
Autor:
Guzmán-Mínguez, J. C., Ruiz-Gómez, S., Vicente-Arche, L. M., Granados-Miralles, C., Fernández-González, C., Mompeán, F., García-Hernández, M., Erohkin, S., Berkov, D., Mishra, D., Fernández, C. de Julián, Fernández, J. F., Pérez, L., Quesada, A.
Publikováno v:
ACS Appl. Nano Mater. 3 (2020) 9842-9851
Due to the issues associated with rare-earth elements, there arises a strong need for magnets with properties between those of ferrites and rare-earth magnets that could substitute the latter in selected applications. Here, we produce a high remanent
Externí odkaz:
http://arxiv.org/abs/2309.13724
Autor:
Sandoval, Miguel A. Cascales, Hierro-Rodríguez, A., Ruiz-Gómez, S., Skoric, L., Donnelly, C., Niño, M. A., McGrouther, D., McVitie, S., Flewett, S., Jaouen, N., Belkhou, R., Foerster, M., Fernández-Pacheco, A.
In this work we present a detailed analysis on the performance of X-ray magnetic circular dichroism photo-emission electron microscopy (XMCD-PEEM) as a tool for vector reconstruction of the magnetization. For this, we choose 360$^{\circ}$ domain wall
Externí odkaz:
http://arxiv.org/abs/2305.09590
Autor:
Sandoval, Miguel A. Cascales, Hierro-Rodríguez, A, Ruiz-Gómez, S., Skoric, L., Donnelly, C., Niño, M. A., Vedmedenko, Elena Y., McGrouther, D., McVitie, S., Flewett, S., Jaouen, N., Foerster, M., Fernández-Pacheco, A.
The Interlayer Dzyaloshinskii-Moriya interaction (IL-DMI) chirally couples spins in different ferromagnetic layers of multilayer heterostructures. So far, samples with IL-DMI have been investigated utilizing magnetometry and magnetotransport techniqu
Externí odkaz:
http://arxiv.org/abs/2305.07327
Autor:
Hadjadj, S. E., González-Orellana, C., Lawrence, J., Bikaljević, D., Peña-Díaz, M., Gargiani, P., Aballe, L., Naumann, J., Niño, M. Á., Foerster, M., Ruiz-Gómez, S., Thakur, S., Kumberg, I., Taylor, J., Hayes, J., Torres, J., Luo, C., Radu, F., de Oteyza, D. G., Kuch, W., Pascual, J. I., Rogero, C., Ilyn, M.
Publikováno v:
Chem. Mater. 35, 23, (2023)
Magnetic two-dimensional (2D) semiconductors have attracted a lot of attention because modern preparation techniques are capable of providing single crystal films of these materials with precise control of thickness down to the single-layer limit. It
Externí odkaz:
http://arxiv.org/abs/2304.11972