Zobrazeno 1 - 10
of 1 430
pro vyhledávání: '"P. Aizpurua"'
We propose a method to enhance the performance of Large Language Models (LLMs) by integrating quantum computing and quantum-inspired techniques. Specifically, our approach involves replacing the weight matrices in the Self-Attention and Multi-layer P
Externí odkaz:
http://arxiv.org/abs/2410.17397
Here we introduce the application of Tensor Networks (TN) to launch attacks on symmetric-key cryptography. Our approaches make use of Matrix Product States (MPS) as well as our recently-introduced Flexible-PEPS Quantum Circuit Simulator (FQCS). We co
Externí odkaz:
http://arxiv.org/abs/2409.04125
Autor:
Verlekar, Sachin, Sanz-Paz, Maria, Zapata-Herrera, Mario, Pilo-Pais, Mauricio, Kolataj, Karol, Esteban, Ruben, Aizpurua, Javier, Acuna, Guillermo, Galland, Christophe
Controlling the light emitted by individual molecules is instrumental to a number of novel nanotechnologies ranging from super-resolution bio-imaging and molecular sensing to quantum nanophotonics. Molecular emission can be tailored by modifying the
Externí odkaz:
http://arxiv.org/abs/2407.19513
Autor:
Boehmke, Alexandra, Boto, Roberto A, Elliot, Eoin, de Nijs, Bart, Esteban, Ruben, Földes, Tamás, Aguilar-Galindo, Fernando, Rosta, Edina, Aizpurua, Javier, Baumberg, Jeremy J
Accessing the terahertz (THz) spectral domain through surface-enhanced Raman spectroscopy (SERS) is challenging and opens up the study of low-frequency molecular and electronic excitations. Compared to direct THz probing of heterogenous ensembles, th
Externí odkaz:
http://arxiv.org/abs/2407.04102
Publikováno v:
PHM Society European Conference, 8(1), 13
Batteries are a key enabling technology for the decarbonization of transport and energy sectors. The safe and reliable operation of batteries is crucial for battery-powered systems. In this direction, the development of accurate and robust battery st
Externí odkaz:
http://arxiv.org/abs/2405.15292
Publikováno v:
IEEE Transactions on Power Delivery
Transformers are one of the key assets in AC distribution grids and renewable power integration. During transformer energization inrush currents appear, which lead to transformer degradation and can cause grid instability events. These inrush current
Externí odkaz:
http://arxiv.org/abs/2405.11011
Autor:
Ramirez, Ibai, Pino, Joel, Pardo, David, Sanz, Mikel, del Rio, Luis, Ortiz, Alvaro, Morozovska, Kateryna, Aizpurua, Jose I.
Transformers are crucial for reliable and efficient power system operations, particularly in supporting the integration of renewable energy. Effective monitoring of transformer health is critical to maintain grid stability and performance. Thermal in
Externí odkaz:
http://arxiv.org/abs/2405.06443
Health monitoring of remote critical infrastructure is a complex and expensive activity due to the limited infrastructure accessibility. Inspection drones are ubiquitous assets that enhance the reliability of critical infrastructures through improved
Externí odkaz:
http://arxiv.org/abs/2405.00055
Autor:
Zingaro, Alberto, Burba, Irmantas, Oks, David, Fontana, Mauro, Samaniego, Cristóbal, Bischofberger, Micha, de Boeck, Bart, Douverny, Andre, Karakas, Özge, Toggweiler, Stefan, Arzamendi-Aizpurua, Dabit, Gülan, Utku, Vázquez, Mariano
Systematic in vivo validations of computational models of the aortic valve remain scarce, despite successful validation against in vitro data. Utilizing a combination of computed tomography and 4D flow magnetic resonance imaging data, we developed pa
Externí odkaz:
http://arxiv.org/abs/2404.08632
Classical coupled harmonic oscillator models have been proven capable to describe successfully the spectra of many nanophotonic systems where an optical mode couples to a molecular or matter excitation. Although models with distinct coupling terms ha
Externí odkaz:
http://arxiv.org/abs/2402.11944