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An analysis platform for multiscale hydrogeologic modeling with emphasis on hybrid multiscale methods
One of the most significant challenges faced by hydrogeologic modelers is the disparity
between the spatial and temporal scales at which fundamental flow, transport, and reaction …
between the spatial and temporal scales at which fundamental flow, transport, and reaction …
[책][B] Numerical methods for stochastic partial differential equations with white noise
Z Zhang, GE Karniadakis - 2017 - Springer
In his forward-looking paper [374] at the conference “Mathematics Towards the Third
Millennium,” our esteemed colleague at Brown University Prof. David Mumford argued that …
Millennium,” our esteemed colleague at Brown University Prof. David Mumford argued that …
A Galerkin-based formulation of the probability density evolution method for general stochastic finite element systems
The present paper proposes a Galerkin finite element projection scheme for the solution of
the partial differential equations (pde's) involved in the probability density evolution method …
the partial differential equations (pde's) involved in the probability density evolution method …
Exact PDF equations and closure approximations for advective-reactive transport
Mathematical models of advection–reaction phenomena rely on advective flow velocity and
(bio) chemical reaction rates that are notoriously random. By using functional integral …
(bio) chemical reaction rates that are notoriously random. By using functional integral …
A two-stage method of quantitative flood risk analysis for reservoir real-time operation using ensemble-based hydrologic forecasts
P Liu, K Lin, X Wei - Stochastic Environmental Research and Risk …, 2015 - Springer
Quantitative analysis of the risk for reservoir real-time operation is a hard task owing to the
difficulty of accurate description of inflow uncertainties. The ensemble-based hydrologic …
difficulty of accurate description of inflow uncertainties. The ensemble-based hydrologic …
CDF solutions of Buckley--Leverett equation with uncertain parameters
The Buckley--Leverett (nonlinear advection) equation is often used to describe two-phase
flow in porous media. We develop a new probabilistic method to quantify parametric …
flow in porous media. We develop a new probabilistic method to quantify parametric …
Data-informed method of distributions for hyperbolic conservation laws
Nonlinear hyperbolic balance laws with uncertain (random) initial data are ubiquitous in a
plethora of transport phenomena that often exhibit shocks. We develop the method of …
plethora of transport phenomena that often exhibit shocks. We develop the method of …
Cumulative distribution function solutions of advection–reaction equations with uncertain parameters
F Boso, SV Broyda… - Proceedings of the …, 2014 - royalsocietypublishing.org
We derive deterministic cumulative distribution function (CDF) equations that govern the
evolution of CDFs of state variables whose dynamics are described by the first-order …
evolution of CDFs of state variables whose dynamics are described by the first-order …
Lagrangian models of particle-laden flows with stochastic forcing: Monte Carlo, moment equations, and method of distributions analyses
Deterministic Eulerian–Lagrangian models represent the interaction between particles and
carrier flow through the drag force. Its analytical descriptions are only feasible in special …
carrier flow through the drag force. Its analytical descriptions are only feasible in special …
Learning on dynamic statistical manifolds
Hyperbolic balance laws with uncertain (random) parameters and inputs are ubiquitous in
science and engineering. Quantification of uncertainty in predictions derived from such laws …
science and engineering. Quantification of uncertainty in predictions derived from such laws …