Julio Enrique Castrillón-Candás

ORCID

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 13

Top Venues

Massachusetts Institute of Technology, Cambridge, MA, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, MA, USA

PHD

Publications

Wenrui Li, Xiaoyu Wang, Yuetian Sun, Snezana Milanovic, Mark A. Kon, Julio Enrique Castrillón-Candás
Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records. IEEE Trans. Big Data 10 (2) (2024)
Julio Enrique Castrillón-Candás
Spatial best linear unbiased prediction: a computational mathematics approach for high dimensional massive datasets. Adv. Comput. Math. 50 (3) (2024)
Brian Choi, Jie Xu, Trevor Norton, Mark A. Kon, Julio Enrique Castrillón-Candás
Analytic regularity of strong solutions for the complexified stochastic non-linear Poisson Boltzmann Equation. CoRR (2023)
Trevor Norton, Jie Xu, Brian Choi, Mark A. Kon, Julio Enrique Castrillón-Candás
Uncertainty quantification and complex analyticity of the nonlinear Poisson-Boltzmann equation for the interface problem with random domains. CoRR (2023)
Julio Enrique Castrillón-Candás, Mark A. Kon
Stochastic Functional Analysis and Multilevel Vector Field Anomaly Detection. CoRR (2022)
Julio Enrique Castrillón-Candás, Mark A. Kon
Anomaly detection: A functional analysis perspective. J. Multivar. Anal. 189 (2022)
Julio Enrique Castrillón-Candás, Jie Xu
A stochastic collocation approach for parabolic PDEs with random domain deformations. Comput. Math. Appl. 93 (2021)
Julio Enrique Castrillón-Candás, Fabio Nobile, Raúl Tempone
A hybrid collocation-perturbation approach for PDEs with random domains. Adv. Comput. Math. 47 (3) (2021)
Xiaoyu Wang, Wenrui Li, Yuetian Sun, Snezana Milanovic, Mark A. Kon, Julio Enrique Castrillón-Candás
Multilevel Stochastic Optimization for Imputation in Massive Medical Data Records. CoRR (2021)
Brian Choi, Jie Xu, Trevor Norton, Mark A. Kon, Julio Enrique Castrillón-Candás
Existence of Strong Solution for the Complexified Non-linear Poisson Boltzmann Equation. CoRR (2021)
Julio Enrique Castrillón-Candás, Dingning Liu, Mark A. Kon
Stochastic functional analysis with applications to robust machine learning. CoRR (2021)
Julio Enrique Castrillón-Candás, Mark A. Kon
Analytic regularity and stochastic collocation of high-dimensional Newton iterates. Adv. Comput. Math. 46 (3) (2020)
Julio Enrique Castrillón-Candás, Fabio Nobile, Raúl Tempone
Analytic regularity and collocation approximation for elliptic PDEs with random domain deformations. Comput. Math. Appl. 71 (6) (2016)
Julio Enrique Castrillón-Candás, Jun Li, Victor Eijkhout
A Discrete Adapted Hierarchical Basis Solver For Radial Basis Function Interpolation CoRR (2011)
Julio Enrique Castrillón-Candás, Kevin Amaratunga
Spatially Adapted Multiwavelets and Sparse Representation of Integral Equations on General Geometries. SIAM J. Sci. Comput. 24 (5) (2003)
Julio Enrique Castrillón-Candás, Kevin Amaratunga
Fast estimation of continuous Karhunen-Loeve eigenfunctions using wavelets. IEEE Trans. Signal Process. 50 (1) (2002)

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Publication Activity (10 Years)

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Julio Enrique Castrillón-Candás