Alexander Litvinenko

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Poster_density_driven_with_fracture_MLMC.pdf

litvinenko_Henry_Intrusion_Hong-Kong_2024.pdf

litvinenko_Intrusion_Bari_2023.pdf

Density Driven Groundwater Flow with Uncertain Porosity and Permeability

litvinenko_Gamm2023.pdf

Litvinenko_Poster_Henry_22May.pdf

Uncertain_Henry_problem-poster.pdf

Litvinenko_RWTH_UQ_Seminar_talk.pdf

Litv_Denmark_Weak_Supervised_Learning.pdf

Computing f-Divergences and Distances of\\ High-Dimensional Probability Density Functions

Low rank tensor approximation of probability density and characteristic functions

Identification of unknown parameters and prediction of missing values. Comparison of MLE and ML approaches

Computation of electromagnetic fields scattered from dielectric objects of uncertain shapes using MLMC

Identification of unknown parameters and prediction with hierarchical matrices. Comparison with ML methods.

Low-rank tensor approximation (Introduction)