Julio Enrique Castrillón-Candás

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

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Spatial best linear unbiased prediction: a computational mathematics approach for high dimensional massive datasets.

Julio Enrique Castrillón-Candás

Adv. Comput. Math., June, 2024

Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records.

Wenrui Li, Xiaoyu Wang, Yuetian Sun, Snezana Milanovic, Mark A. Kon, Julio Enrique Castrillón-Candás

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.

Trevor Norton, Jie Xu, Brian Choi, Mark A. Kon, Julio Enrique Castrillón-Candás

CoRR, 2023

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

Brian Choi, Jie Xu, Trevor Norton, Mark A. Kon, Julio Enrique Castrillón-Candás

CoRR, 2023

2022

Anomaly detection: A functional analysis perspective.

Julio Enrique Castrillón-Candás, Mark A. Kon

J. Multivar. Anal., 2022

Stochastic Functional Analysis and Multilevel Vector Field Anomaly Detection.

Julio Enrique Castrillón-Candás, Mark A. Kon

CoRR, 2022

2021

Stochastic functional analysis with applications to robust machine learning.

Julio Enrique Castrillón-Candás, Dingning Liu, Mark A. Kon

CoRR, 2021

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

Brian Choi, Jie Xu, Trevor Norton, Mark A. Kon, Julio Enrique Castrillón-Candás

CoRR, 2021

A stochastic collocation approach for parabolic PDEs with random domain deformations.

Julio Enrique Castrillón-Candás, Jie Xu

Comput. Math. Appl., 2021

A hybrid collocation-perturbation approach for PDEs with random domains.

Julio Enrique Castrillón-Candás, Fabio Nobile, Raúl Tempone

Adv. Comput. Math., 2021

2020

Analytic regularity and stochastic collocation of high-dimensional Newton iterates.

Julio Enrique Castrillón-Candás, Mark A. Kon

Adv. Comput. Math., 2020

2016

Analytic regularity and collocation approximation for elliptic PDEs with random domain deformations.

Julio Enrique Castrillón-Candás, Fabio Nobile, Raúl Tempone

Comput. Math. Appl., 2016

2011

A Discrete Adapted Hierarchical Basis Solver For Radial Basis Function Interpolation

Julio Enrique Castrillón-Candás, Jun Li, Victor Eijkhout

CoRR, 2011

2003

Spatially Adapted Multiwavelets and Sparse Representation of Integral Equations on General Geometries.

Julio Enrique Castrillón-Candás, Kevin Amaratunga

SIAM J. Sci. Comput., 2003

2002

Fast estimation of continuous Karhunen-Loeve eigenfunctions using wavelets.

Julio Enrique Castrillón-Candás, Kevin Amaratunga

IEEE Trans. Signal Process., 2002

2001

Spatially adaptive multiwavelet representations on unstructured grids with applications to multidimensional computational modeling.

Julio Enrique Castrillón-Candás

PhD thesis, 2001