Zobrazeno 1 - 10
of 15 619
pro vyhledávání: '"A. Bergamaschi"'
Autor:
Oufattole, Nassim, Bergamaschi, Teya, Kolo, Aleksia, Jeong, Hyewon, Gaggin, Hanna, Stultz, Collin M., McDermott, Matthew B. A.
Effective, reliable, and scalable development of machine learning (ML) solutions for structured electronic health record (EHR) data requires the ability to reliably generate high-quality baseline models for diverse supervised learning tasks in an eff
Externí odkaz:
http://arxiv.org/abs/2411.00200
We outline plans to use plasma light emitted as atomic lines radiation as a diagnostic for wakefields driven in plasma by a self-modulating, long proton bunch. This diagnostic is built into the design of a new vapor/plasma source that will also allow
Externí odkaz:
http://arxiv.org/abs/2410.23817
A naive classical representation of an n-qubit state requires specifying exponentially many amplitudes in the computational basis. Past works have demonstrated that classical neural networks can succinctly express these amplitudes for many physically
Externí odkaz:
http://arxiv.org/abs/2410.23152
For statistical modeling wherein the data regime is unfavorable in terms of dimensionality relative to the sample size, finding hidden sparsity in the ground truth can be critical in formulating an accurate statistical model. The so-called "l0 norm"
Externí odkaz:
http://arxiv.org/abs/2409.01413
Autor:
Marinello, Elena, Tavazzi, Erica, Longato, Enrico, Bosoni, Pietro, Dagliati, Arianna, Vazifehdan, Mahin, Bellazzi, Riccardo, Trescato, Isotta, Guazzo, Alessandro, Vettoretti, Martina, Tavazzi, Eleonora, Ahmad, Lara, Bergamaschi, Roberto, Cavalla, Paola, Manera, Umberto, Chio, Adriano, Di Camillo, Barbara
Multiple Sclerosis (MS) is a chronic autoimmune and inflammatory neurological disorder characterised by episodes of symptom exacerbation, known as relapses. In this study, we investigate the role of environmental factors in relapse occurrence among M
Externí odkaz:
http://arxiv.org/abs/2408.17376
Autor:
Xie, X., Barten, R., Bergamaschi, A., Braham, B., Brückner, M., Carulla, M., Dinapoli, R., Ebner, S., Ferjaoui, K., Fröjdh, E., Greiffenberg, D., Hasanaj, S., Heymes, J., Hinger, V., King, T., Kozlowski, P., Lopez-Cuenca, C., Mezza, D., Moustakas, K., Mozzanica, A., Paton, K. A., Ruder, C., Schmitt, B., Sieberer, P., Thattil, D., Zhang, J.
To enhance the spatial resolution of the M\"ONCH 25 \textmu m pitch hybrid pixel detector, deep learning models have been trained using both simulation and measurement data. Challenges arise when comparing simulation-based deep learning models to mea
Externí odkaz:
http://arxiv.org/abs/2407.20841
Autor:
Turner, M., Walter, E., Amoedo, C., Torrado, N., Lopes, N., Sublet, A., Bergamaschi, M., Pucek, J., Mezger, J., van Gils, N., Verra, L., Della Porta, G. Zevi, Farmer, J., Clairembaud, A., Pannell, F., Gschwendtner, E., Muggli, P., Collaboration, the AWAKE
We show experimentally that an effect of motion of ions, observed in a plasma-based accelerator, depends inversely on the plasma ion mass. The effect appears within a single wakefield event and manifests itself as a bunch tail, occurring only when su
Externí odkaz:
http://arxiv.org/abs/2406.16361
A central goal of cryptography is Secure Multi-party Computation (MPC), where $n$ parties desire to compute a function of their joint inputs without letting any party learn about the inputs of its peers. Unfortunately, it is well-known that MPC guara
Externí odkaz:
http://arxiv.org/abs/2406.06914
In this paper, we describe and analyze the spectral properties of a symmetric positive definite inexact block preconditioner for a class of symmetric, double saddle-point linear systems. We develop a spectral analysis of the preconditioned matrix, sh
Externí odkaz:
http://arxiv.org/abs/2405.14605
A quantum system coupled to a bath at some fixed, finite temperature converges to its Gibbs state. This thermalization process defines a natural, physically-motivated model of quantum computation. However, whether quantum computational advantage can
Externí odkaz:
http://arxiv.org/abs/2404.14639