124 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Institute of Mathematical SciencesIN7 papers
- Consejo Superior de Investigaciones CientíficasES4 papers
- University of Castilla-La ManchaES4 papers
- Basque Center for Applied MathematicsES3 papers
- IkerbasqueES3 papers
- Universidad Carlos III de MadridES3 papers
- Universidad Complutense de MadridES3 papers
- Max Planck Institute for MathematicsDE2 papers
- Max Planck Institute for Mathematics in the SciencesDE2 papers
- Universidad de BurgosES2 papers
- University of SheffieldGB2 papers
- University of the Basque CountryES2 papers
30 papers
There's Nothing in the Air
Jacob Adenbaum, Fil Babalievsky, William Jungerman
Why do wages grow faster in bigger cities? We use French administrative data to decompose the urban wage growth premium and find that the answer has surprisingly little to do with…
Efficient Numerical Integration for Finite Element Trunk Spaces in 2D and 3D using Machine Learning: A new Optimisation Paradigm to Construct Application-Specific Quadrature Rules
Tomas Teijeiro, Pouria Behnoudfar, Jamie M. Taylor +2
Finite element methods usually construct basis functions and quadrature rules for multidimensional domains via tensor products of one-dimensional counterparts. While straightforwar…
Evasion Attacks Against Bayesian Predictive Models
Pablo G. Arce, Roi Naveiro, David Ríos Insua
There is an increasing interest in analyzing the behavior of machine learning systems against adversarial attacks. However, most of the research in adversarial machine learning has…
Poisoning Bayesian Inference via Data Deletion and Replication
Matthieu Carreau, Roi Naveiro, William N. Caballero
Research in adversarial machine learning (AML) has shown that statistical models are vulnerable to maliciously altered data. However, despite advances in Bayesian machine learning…
Gap between quantum theory based on real and complex numbers is arbitrarily large
Shubhayan Sarkar, David Trillo, Marc Olivier Renou +1
Quantum Information Theory, the standard formalism used to represent information contained in quantum systems, is based on complex Hilbert spaces (CQT). It was recently shown that…
Parent Lindbladians for Matrix Product Density Operators
Yuhan Liu, Alberto Ruiz-de-Alarcón, Georgios Styliaris +3
Understanding quantum phases of matter is a fundamental goal in physics. For pure states, the representatives of phases are the ground states of locally interacting Hamiltonians, w…
The Diósi-Penrose model of classical gravity predicts gravitationally induced entanglement
David Trillo, Miguel Navascués
We show that the dynamics of the Diósi-Penrose (DP) model of classical gravity can entangle the mechanical degrees of freedom of two separate particles. For standard experiments of…
Optimizing Variational Physics-Informed Neural Networks Using Least Squares
Carlos Uriarte, Manuela Bastidas, David Pardo +2
Variational Physics-Informed Neural Networks often suffer from poor convergence when using stochastic gradient-descent-based optimizers. By introducing a Least Squares solver for t…
A real-time Artificial Intelligence system for learning Sign Language
Elisa Cabana
A primary challenge for the deaf and hearing-impaired community stems from the communication gap with the hearing society, which can greatly impact their daily lives and result in…
Manipulating hidden-Markov-model inferences by corrupting batch data
William N. Caballero, Jose Manuel Camacho, Tahir Ekin +1
Time-series models typically assume untainted and legitimate streams of data. However, a self-interested adversary may have incentive to corrupt this data, thereby altering a decis…
Reducing model complexity by means of the Optimal Scaling: Population Balance Model for latex particles morphology formation
Simone Rusconi, Christina Schenk, Arghir Zarnescu +1
Rational computer-aided design of multiphase polymer materials is vital for rapid progress in many important applications, such as: diagnostic tests, drug delivery, coatings, addit…
Contingency Analysis of a Grid of Connected EVs for Primary Frequency Control of an Industrial Microgrid Using Efficient Control Scheme
J. N. Sabhahit, S. S. Solanke, V. K. Jadoun +3
After over a century of internal combustion engines ruling the transport sector, electric vehicles appear to be on the verge of gaining traction due to a slew of advantages, includ…
Market proliferation and the impact of locational complexity on network restructuring
J. M. Pinar-Pérez, D. Ruiz-Hernández, M. B. C. Menezes
This manuscript investigates the problem of locational complexity, a type of complexity that emanates from a companys territorial strategy. Using an entropy-based measure for suppl…
A novel ANROA based control approach for grid-tied multi-functional solar energy conversion system
Dinanath Prasad, Narendra Kumar, Rakhi Sharma +3
An adaptive control approach for a three-phase grid-interfaced solar photovoltaic system based on the new Neuro-Fuzzy Inference System with Rain Optimization Algorithm (ANROA) meth…
Novel application of Relief Algorithm in cascaded artificial neural network to predict wind speed for wind power resource assessment in India
Hasmat Malik, Amit Kumar Yadav, Fausto Pedro García Márquez +1
Wind power generated by wind has non-schedule nature due to stochastic nature of meteorological variable. Hence energy business and control of wind power generation requires predic…
Multi-machine preventative maintenance scheduling with imperfect interventions: a restless bandit approach
Diego Ruiz-Hernandez, Jesús María Pinar-Pérez, David Delgado-Gómez
In this paper we address the problem of allocating the efforts of a collection of repairmen to a number of deteriorating machines in order to reduce operation costs and to mitigate…
A techno-economic model for avoiding conflicts of interest between owners of offshore wind farms and maintenance suppliers
Alberto Pliego Marugán, Fausto Pedro García Márquez, Jesús María Pinar Pérez
Currently, wind energy is one of the most important sources of renewable energy. Offshore locations for wind turbines are increasingly exploited because of their numerous advantage…
Solutions by quadratures of complex Bernoulli differential equations and their quantum deformation
Rutwig Campoamor-Stursberg, Eduardo Fernandez-Saiz, Francisco J. Herranz
It is shown that the complex Bernoulli differential equations admitting the supplementary structure of a Lie-Hamilton system related to the book algebra can always…
A confined rod: mean field theory for hard rod-like particles
Jamie M. Taylor, Thomas G. Fai, Epifanio G. Virga +2
In this paper, we model the configurations of a system of hard rods by viewing each rod in a cell formed by its neighbors. By minimizing the free energy in the model and performing…
A sharp stability criterion for Euler equations via sparseness
Óscar Domínguez, Mario Milman
We introduce sparse versions of function spaces that are relevant to characterize the solutions of Euler equations without concentration. The standard Sobolev space is giv…
Generalized time-dependent SIS Hamiltonian models: Exact solutions and quantum deformations
Eduardo Fernandez-Saiz, Rutwig Campoamor-Stursberg, Francisco J. Herranz
The theory of Lie-Hamilton systems is used to construct generalized time-dependent SIS epidemic Hamiltonians with a variable infection rate from the 'book' Lie algebra. Although th…
Liouville-Arnold theorem for homogeneous symplectic and contact Hamiltonian systems
Leonardo Colombo, Manuel de León, Manuel Lainz +1
A Hamiltonian system is completely integrable (in the sense of Liouville) if there exist as many independent integrals of motion in involution as the dimension of the configuration…
Rationality and Parametrizations of Algebraic Curves under Specializations
Sebastian Falkensteiner, Rafael Sendra
Rational algebraic curves have been intensively studied in the last decades, both from the theoretical and applied point of view. In applications (e.g. level curves, linear homotop…
The Herglotz variational principle for dissipative field theories
Jordi Gaset, Manuel Lainz, Arnau Mas +1
In the recent years, with the incorporation of contact geometry, there has been a renewed interest in the study of dissipative or non-conservative systems in physics and other area…