Zobrazeno 1 - 10
of 7 817
pro vyhledávání: '"A, Ciudad"'
In this work we develop theoretical techniques for analysing the performance of the quantum approximate optimization algorithm (QAOA) when applied to random boolean constraint satisfaction problems (CSPs), and use these techniques to compare the comp
Externí odkaz:
http://arxiv.org/abs/2411.17442
Autor:
Morales-Pastor, Adrián, Vázquez-Reza, Raquel, Wieczór, Miłosz, Valverde, Clàudia, Gil-Sorribes, Manel, Miquel-Oliver, Bertran, Ciudad, Álvaro, Molina, Alexis
RNA is a vital biomolecule with numerous roles and functions within cells, and interest in targeting it for therapeutic purposes has grown significantly in recent years. However, fully understanding and predicting RNA behavior, particularly for appli
Externí odkaz:
http://arxiv.org/abs/2411.11808
The possibility of nonclassicality in networks unrelated to Bell's original eponymous theorem has recently attracted significant interest. Here, we identify a sufficient condition for being "outside the shadow of Bell's theorem" and introduce a testa
Externí odkaz:
http://arxiv.org/abs/2406.15587
Autor:
Ciudad, Álvaro, Morales-Pastor, Adrián, Malo, Laura, Filella-Mercè, Isaac, Guallar, Victor, Molina, Alexis
In this study, we present ScoreFormer, a novel graph transformer model designed to accurately predict molecular docking scores, thereby optimizing high-throughput virtual screening (HTVS) in drug discovery. The architecture integrates Principal Neigh
Externí odkaz:
http://arxiv.org/abs/2406.09346
While protein language models (pLMs) have transformed biological research, the scaling laws governing their improvement remain underexplored. By adapting methodologies from NLP scaling laws, we investigated the optimal ratio between model parameters
Externí odkaz:
http://arxiv.org/abs/2406.07249
In human sleep staging models, augmenting the temporal context of the input to the range of tens of minutes has recently demonstrated performance improvement. In contrast, the temporal context of mouse sleep staging models is typically in the order o
Externí odkaz:
http://arxiv.org/abs/2406.16911
This work introduces GeoDirDock (GDD), a novel approach to molecular docking that enhances the accuracy and physical plausibility of ligand docking predictions. GDD guides the denoising process of a diffusion model along geodesic paths within multipl
Externí odkaz:
http://arxiv.org/abs/2404.06481
Autor:
Javier Rodríguez-Ubreva, Josep Calafell-Segura, Celia L. Calvillo, Baerbel Keller, Laura Ciudad, Louis-François Handfield, Carlos de la Calle-Fabregat, Gerard Godoy-Tena, Eduardo Andrés-León, Regina Hoo, Tarryn Porter, Elena Prigmore, Maike Hofmann, Annegrit Decker, Javier Martín, Roser Vento-Tormo, Klaus Warnatz, Esteban Ballestar
Publikováno v:
Nature Communications, Vol 15, Iss 1, Pp 1-21 (2024)
Abstract Common variable immunodeficiency (CVID) is the most prevalent primary immunodeficiency, marked by hypogammaglobulinemia, poor antibody responses, and increased infection susceptibility. The COVID-19 pandemic provided a unique opportunity to
Externí odkaz:
https://doaj.org/article/3d5f255ba62b457a9c302a713b48d650
Publikováno v:
Actas Dermo-Sifiliográficas, Vol 115, Iss 10, Pp 1080-1082 (2024)
Externí odkaz:
https://doaj.org/article/8ea8d5cc63c24c51bd8e2159f769612c
Publikováno v:
Revista Alergia México, Vol 71, Iss 3 (2024)
Objetivo: Describir la producción científica, mediante el análisis bibliométrico, del asma en Latinoamérica. Métodos: Estudio observacional, descriptivo, retrospectivo y transversal, de enfoque cuantitativo bibliométrico, para evaluar la prod
Externí odkaz:
https://doaj.org/article/4302853ac3044ae081968af40355da18