Julio Enrique Castrillón-Candás

Orcid: 0000-0002-7913-8840

According to our database1, Julio Enrique Castrillón-Candás authored at least 16 papers between 2001 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Bibliography

2024
Spatial best linear unbiased prediction: a computational mathematics approach for high dimensional massive datasets.
Adv. Comput. Math., June, 2024

Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records.
IEEE Trans. Big Data, April, 2024

2023
Uncertainty quantification and complex analyticity of the nonlinear Poisson-Boltzmann equation for the interface problem with random domains.
CoRR, 2023

Analytic regularity of strong solutions for the complexified stochastic non-linear Poisson Boltzmann Equation.
CoRR, 2023

2022
Anomaly detection: A functional analysis perspective.
J. Multivar. Anal., 2022

Stochastic Functional Analysis and Multilevel Vector Field Anomaly Detection.
CoRR, 2022

2021
Stochastic functional analysis with applications to robust machine learning.
CoRR, 2021

Existence of Strong Solution for the Complexified Non-linear Poisson Boltzmann Equation.
CoRR, 2021

A stochastic collocation approach for parabolic PDEs with random domain deformations.
Comput. Math. Appl., 2021

A hybrid collocation-perturbation approach for PDEs with random domains.
Adv. Comput. Math., 2021

2020
Analytic regularity and stochastic collocation of high-dimensional Newton iterates.
Adv. Comput. Math., 2020

2016
Analytic regularity and collocation approximation for elliptic PDEs with random domain deformations.
Comput. Math. Appl., 2016

2011
A Discrete Adapted Hierarchical Basis Solver For Radial Basis Function Interpolation
CoRR, 2011

2003
Spatially Adapted Multiwavelets and Sparse Representation of Integral Equations on General Geometries.
SIAM J. Sci. Comput., 2003

2002
Fast estimation of continuous Karhunen-Loeve eigenfunctions using wavelets.
IEEE Trans. Signal Process., 2002

2001
Spatially adaptive multiwavelet representations on unstructured grids with applications to multidimensional computational modeling.
PhD thesis, 2001


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