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Multi-scale control variate methods for uncertainty quantification in kinetic equations

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2021An Introduction to Uncertainty Quantification for Kinetic Equations and Related Problems28 cited

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2020Multiscale Variance Reduction Methods Based on Multiple Control Variates for Kinetic Equations with Uncertainties25 cited

2021Data-driven low-fidelity models for multi-fidelity Monte Carlo sampling in plasma micro-turbulence analysis19 cited

2021Uncertainty Quantification for the BGK Model of the Boltzmann Equation Using Multilevel Variance Reduced Monte Carlo Methods19 cited

2022Bi-fidelity stochastic collocation methods for epidemic transport models with uncertainties14 cited

2022A bi-fidelity stochastic collocation method for transport equations with diffusive scaling and multi-dimensional random inputs11 cited

2022Mean-field control variate methods for kinetic equations with uncertainties and applications to socioeconomic sciences8 cited