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Daniel M. Tartakovsky · Study
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Author
Daniel M. Tartakovsky
18 works
· latest 2021
· 3 institutions
cluster: provisional
ORCID 0000-0001-9019-8935
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14
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18
Citations
624
Works here
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Most cited in this library
Numerical Methods for Differential Equations in Random Domains
2006 · 163 citations
Stochastic analysis of transport in tubes with rough walls
2006 · 104 citations
Uncertainty quantification via random domain decomposition and probabilistic collocation on sparse grids
2010 · 59 citations
Estimation of distributions via multilevel Monte Carlo with stratified sampling
2020 · 30 citations
Stochastic Collocation Methods for Nonlinear Parabolic Equations with Random Coefficients
2016 · 30 citations
Works
18 shown
Mutual information for explainable deep learning of multiscale systems
Journal of Computational Physics
·
2021
·
4 authors
·
Open access
14
citations
Accelerated Multilevel Monte Carlo With Kernel‐Based Smoothing and Latinized Stratification
Water Resources Research
·
2020
·
3 authors
15
citations
Estimation of distributions via multilevel Monte Carlo with stratified sampling
Journal of Computational Physics
·
2020
·
2 authors
·
Open access
30
citations
Causality and Bayesian Network PDEs for multiscale representations of porous media
Journal of Computational Physics
·
2019
·
4 authors
·
Open access
16
citations
Nonlocal PDF methods for Langevin equations with colored noise
Journal of Computational Physics
·
2018
·
3 authors
·
Open access
11
citations
Method of Distributions for Uncertainty Quantification
Springer eBooks
·
2017
·
2 authors
·
chapter
19
citations
Stochastic Collocation Methods for Nonlinear Parabolic Equations with Random Coefficients
SIAM/ASA Journal on Uncertainty Quantification
·
2016
·
2 authors
30
citations
Impact of Data Assimilation on Cost-Accuracy Tradeoff in Multifidelity Models
SIAM/ASA Journal on Uncertainty Quantification
·
2015
·
2 authors
14
citations
Cumulative distribution function solutions of advection–reaction equations with uncertain parameters
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences
·
2014
·
3 authors
·
Open access
27
citations
Stochastic smoothed profile method for modeling random roughness in flow problems
Computer Methods in Applied Mechanics and Engineering
·
2013
·
4 authors
18
citations
CDF Solutions of Buckley--Leverett Equation with Uncertain Parameters
Multiscale Modeling and Simulation
·
2013
·
4 authors
28
citations
Uncertainty quantification in kinematic-wave models
Journal of Computational Physics
·
2012
·
2 authors
24
citations
Introduction to the special issue on uncertainty quantification and risk assessment
Advances in Water Resources
·
2011
·
3 authors
·
editorial
16
citations
Uncertainty quantification via random domain decomposition and probabilistic collocation on sparse grids
Journal of Computational Physics
·
2010
·
3 authors
59
citations
Stochastic analysis of transport in tubes with rough walls
Journal of Computational Physics
·
2006
·
2 authors
104
citations
Numerical Methods for Differential Equations in Random Domains
SIAM Journal on Scientific Computing
·
2006
·
2 authors
163
citations
A Two-Scale Nonperturbative Approach to Uncertainty Analysis of Diffusion in Random Composites
Multiscale Modeling and Simulation
·
2004
·
2 authors
26
citations
Uncertainty quantification for flow in highly heterogeneous porous media
Developments in water science
·
2004
·
2 authors
·
chapter
·
Open access
10
citations