233 citations
- R. Mulet5 profiles47 · h 14
- C. Trallero-Giner21 · h 24
- O. Sotolongo-Costa21 · h 15
- E. Altshuler2 profiles15 · h 23
- E. Estevez-Rams2 profiles15 · h 13
- A. Lage-Castellanos14 · h 10
- D. M. Paret13 · h 10
- L. Diago-Cisneros11 · h 5
- A. Vázquez10 · h 31
- E. Dominguez9 · h 6
- Ernesto Altshuler9 · h 7
- A. P. Mart́ınez8 · h 12
- Instituto de Cibernética Matemática y FísicaCU34 papers
- Universidad Nacional Autónoma de MéxicoMX22 papers
- Centre National de la Recherche ScientifiqueFR20 papers
- Sapienza University of RomeIT13 papers
- Higher Institute of Technologies and Applied SciencesCU11 papers
- Universidade Federal de São CarlosBR11 papers
- Universidad Nacional de Educación a DistanciaES11 papers
- University of Information ScienceCU9 papers
- Ibero American UniversityMX8 papers
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- The Abdus Salam International Centre for Theoretical Physics (ICTP)IT8 papers
- Centro de Investigación y de Estudios Avanzados del Instituto Politécnico NacionalMX7 papers
6 papers · 1 filter
Adaptive estimation of spectral densities via wavelet thresholding and information projection
Jérémie Bigot, Rolando Biscay Lirio, Jean-Michel Loubes +1
In this paper, we study the problem of adaptive estimation of the spectral density of a stationary Gaussian process. For this purpose, we consider a wavelet-based method which comb…
Hydrodynamics of catheter biofilm formation
Oscar Sotolongo-Costa, Manuel Arias-Zugasti, Daniel Rodriguez-Perez +2
A hydrodynamic model is proposed to describe one of the most critical problems in intensive medical care units: the formation of biofilms inside central venous catheters. The incor…
Pattern formation in a predator-prey system characterized by a spatial scale of interaction
E. Brigatti, M. Oliva, M. Núñez-López +2
We describe pattern formation in ecological systems using a version of the classical Lotka-Volterra model characterized by a spatial scale which controls the predator-prey interact…
Statistical mechanics of sparse generalization and model selection
Alejandro Lage-Castellanos, Andrea Pagnani, Martin Weigt
One of the crucial tasks in many inference problems is the extraction of sparse information out of a given number of high-dimensional measurements. In machine learning, this is fre…
Statistical mechanics formulation of radiobiology
O. Sotolongo-Grau, D. Rodriguez-Perez, J. A. Santos-Miranda +2
The expression of survival factors for radiation damaged cells is empirical and based on probabilistic assumptions. We obtain it either from the maximum entropy principle for the c…
Replica Cluster Variational Method
T. Rizzo, A. Lage-Castellanos, R. Mulet +1
We present a general formalism to make the Replica-Symmetric and Replica-Symmetry-Breaking ansatz in the context of Kikuchi's Cluster Variational Method (CVM). Using replicas and t…