| Publication | Date of Publication | Type |
|---|
| Lagrangian Liouville models of multiphase flows with randomly forced inertial particles | 2023-12-12 | Paper |
| Feature-informed data assimilation | 2023-11-16 | Paper |
| DRIPS: a framework for dimension reduction and interpolation in parameter space | 2023-10-10 | Paper |
| Model discovery for nonautonomous translation-invariant problems | 2023-09-10 | Paper |
| Parsimonious models of in-host viral dynamics and immune response | 2023-08-15 | Paper |
| Learning Nonautonomous Systems via Dynamic Mode Decomposition | 2023-06-27 | Paper |
| METHOD OF DISTRIBUTIONS FOR SYSTEMS WITH STOCHASTIC FORCING | 2022-11-24 | Paper |
| COMPUTING GREEN'S FUNCTIONS FOR FLOW IN HETEROGENEOUS COMPOSITE MEDIA | 2022-11-04 | Paper |
| Information geometry of physics-informed statistical manifolds and its use in data assimilation | 2022-08-05 | Paper |
| Polynomial Chaos Expansions for Stiff Random ODEs | 2022-05-11 | Paper |
| Extended dynamic mode decomposition for inhomogeneous problems | 2022-04-28 | Paper |
| Mutual information for explainable deep learning of multiscale systems | 2022-04-28 | Paper |
| Model Reduction via Dynamic Mode Decomposition | 2022-04-20 | Paper |
| Tensor methods for the Boltzmann-BGK equation | 2022-04-14 | Paper |
| Data-driven discovery of coarse-grained equations | 2022-04-14 | Paper |
| Estimation of distributions via multilevel Monte Carlo with stratified sampling | 2022-04-14 | Paper |
| Lagrangian dynamic mode decomposition for construction of reduced-order models of advection-dominated phenomena | 2022-04-07 | Paper |
| GINNs: graph-informed neural networks for multiscale physics | 2022-04-01 | Paper |
| Exponential time differencing for problems without natural stiffness separation | 2021-11-04 | Paper |
| Learning on dynamic statistical manifolds | 2021-10-29 | Paper |
| Dynamics of Data-driven Ambiguity Sets for Hyperbolic Conservation Laws with Uncertain Inputs | 2021-06-29 | Paper |
| Transfer Learning on Multi-Fidelity Data | 2021-04-28 | Paper |
| Hybrid models of chemotaxis with application to leukocyte migration | 2021-03-25 | Paper |
| Information-geometry of physics-informed statistical manifolds and its use in data assimilation | 2021-03-01 | Paper |
| Modified immersed boundary method for flows over randomly rough surfaces | 2021-01-28 | Paper |
| Causality and Bayesian network PDEs for multiscale representations of porous media | 2021-01-26 | Paper |
| Data-informed Emulators for Multi-Physics Simulations | 2020-12-31 | Paper |
| Solute dispersion in bifurcating networks | 2020-10-07 | Paper |
| Mutual Information for Explainable Deep Learning of Multiscale Systems | 2020-09-07 | Paper |
| Resource-Constrained Model Selection for Uncertainty Propagation and Data Assimilation | 2020-08-31 | Paper |
| GINNs: Graph-Informed Neural Networks for Multiscale Physics | 2020-06-26 | Paper |
| Prediction Accuracy of Dynamic Mode Decomposition | 2020-06-02 | Paper |
| Extended Dynamic Mode Decomposition for Inhomogeneous Problems | 2020-04-13 | Paper |
| Dynamic Mode Decomposition for Construction of Reduced-Order Models of Hyperbolic Problems with Shocks | 2020-03-26 | Paper |
| Data-Informed Method of Distributions for Hyperbolic Conservation Laws | 2020-03-20 | Paper |
| Data-Driven Discovery of Coarse-Grained Equations | 2020-01-30 | Paper |
| An analytical model for carrier-facilitated solute transport in weakly heterogeneous porous media | 2020-01-15 | Paper |
| Quantification of predictive uncertainty in models of FtsZ ring assembly in \textit{Escherichia coli} | 2019-11-28 | Paper |
| Probability density functions for advective-reactive transport in radial flow | 2019-09-03 | Paper |
| Lagrangian Dynamic Mode Decomposition for Construction of Reduced-Order Models of Advection-Dominated Phenomena | 2019-08-10 | Paper |
| Hydrodynamic dispersion in a tube with diffusive losses through its walls | 2019-07-31 | Paper |
| Parallel tensor methods for high-dimensional linear PDEs | 2019-07-11 | Paper |
| Nonlocal PDF methods for Langevin equations with colored noise | 2019-06-25 | Paper |
| Estimation of distributions via multilevel Monte Carlo with stratified sampling | 2019-05-31 | Paper |
| Impact of endothelium roughness on blood flow | 2018-09-26 | Paper |
| Effects of hydraulic soil properties on vegetation pattern formation in sloping landscapes | 2018-02-14 | Paper |
| A tightly-coupled domain-decomposition approach for highly nonlinear stochastic multiphysics systems | 2018-01-25 | Paper |
| On the use of reverse Brownian motion to accelerate hybrid simulations | 2017-12-13 | Paper |
| Lagrangian models of reactive transport in heterogeneous porous media with uncertain properties | 2017-06-07 | Paper |
| Exact PDF equations and closure approximations for advective-reactive transport | 2016-12-05 | Paper |
| Noise propagation in hybrid models of nonlinear systems: the Ginzburg-Landau equation | 2016-12-05 | Paper |
| Conservative tightly-coupled simulations of stochastic multiscale systems | 2016-12-05 | Paper |
| Stochastic Collocation Methods for Nonlinear Parabolic Equations with Random Coefficients | 2016-07-22 | Paper |
| Predicting vertical connectivity within an aquifer system | 2016-02-11 | Paper |
| Impact of Data Assimilation on Cost-Accuracy Tradeoff in Multifidelity Models | 2015-11-12 | Paper |
| A boundary-layer solution for flow at the soil-root interface | 2015-10-30 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2943903 | 2015-09-07 | Paper |
| Vegetation pattern formation due to interactions between water availability and toxicity in plant-soil feedback | 2015-01-16 | Paper |
| Stochastic smoothed profile method for modeling random roughness in flow problems | 2014-05-13 | Paper |
| A New Physiological Boundary Condition for Hemodynamics | 2013-09-30 | Paper |
| CDF Solutions of Buckley--Leverett Equation with Uncertain Parameters | 2013-06-27 | Paper |
| Uncertainty quantification in kinematic-wave models | 2012-12-20 | Paper |
| Uncertainty quantification via random domain decomposition and probabilistic collocation on sparse grids | 2010-09-15 | Paper |
| Prediction of steady-state flow of real gases in randomly heterogeneous porous media | 2010-09-11 | Paper |
| Hybrid Simulations of Reaction-Diffusion Systems in Porous Media | 2009-11-27 | Paper |
| Numerical Methods for Differential Equations in Random Domains | 2007-05-22 | Paper |
| Stochastic analysis of transport in tubes with rough walls | 2006-10-10 | Paper |
| Variable-density flow in porous media | 2006-09-25 | Paper |
| Algorithm refinement for stochastic partial differential equations. II. correlated systems | 2005-06-27 | Paper |
| A Two-Scale Nonperturbative Approach to Uncertainty Analysis of Diffusion in Random Composites | 2005-03-21 | Paper |
| Effective Properties of Random Composites | 2005-02-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4829110 | 2004-11-29 | Paper |
| Random domain decomposition for flow in heterogeneous stratified aquifers | 2004-09-22 | Paper |
| Stochastic analysis of effective rate constant for heterogeneous reactions | 2004-09-22 | Paper |
| Stochastic averaging of nonlinear flows in heterogeneous porous media | 2004-06-09 | Paper |
| Algorithm refinement for stochastic partial differential equations. I: Linear diffusion. | 2003-04-28 | Paper |
| Real gas flow through heterogeneous porous media: Theoretical aspects of upscaling | 2002-09-10 | Paper |
| Dynamics of Free Surfaces in Random Porous Media | 2001-06-21 | Paper |
| Some aspects of head-variance evaluation | 2000-09-10 | Paper |
| Estimation of tracer migration time in ground water flow | 1995-05-15 | Paper |
