| Publication | Date of Publication | Type |
|---|
| Perron–Frobenius Operator Filter for Stochastic Dynamical Systems | 2024-04-05 | Paper |
| Conditional variational autoencoder with Gaussian process regression recognition for parametric models | 2023-10-30 | Paper |
| Data-driven probability density forecast for stochastic dynamical systems | 2023-09-27 | Paper |
| Data-driven reduced-order modeling for nonautonomous dynamical systems in multiscale media | 2023-01-11 | Paper |
| VARIABLE-SEPARATION BASED ITERATIVE ENSEMBLE SMOOTHER FOR BAYESIAN INVERSE PROBLEMS IN ANOMALOUS DIFFUSION REACTION MODELS | 2022-11-24 | Paper |
| Online Multiscale Model Reduction for Nonlinear Stochastic PDEs with Multiplicative Noise | 2022-11-17 | Paper |
| ANALYSIS OF VARIANCE-BASED MIXED MULTISCALE FINITE ELEMENT METHOD AND APPLICATIONS IN STOCHASTIC TWO-PHASE FLOWS | 2022-11-04 | Paper |
| Correcting noisy dynamic mode decomposition with Kalman filters | 2022-05-11 | Paper |
| Deep learning nonlinear multiscale dynamic problems using Koopman operator | 2022-04-29 | Paper |
| Data-driven reduced-order modeling for nonautonomous dynamical systems in multiscale media | 2022-04-27 | Paper |
| A two-stage variable-separation Kalman filter for data assimilation | 2022-04-14 | Paper |
| A residual-driven adaptive Gaussian mixture approximation for Bayesian inverse problems | 2021-09-01 | Paper |
| Variational Bayesian inversion for the reaction coefficient in space-time nonlocal diffusion equations | 2021-05-28 | Paper |
| A hybrid model reduction method for stochastic parabolic optimal control problems | 2021-04-23 | Paper |
| Convergence analysis of constraint energy minimizing generalized multiscale finite element method for a linear stochastic parabolic partial differential equation driven by additive noises | 2021-02-11 | Paper |
| A Low-Rank Approximated Multiscale Method for Pdes With Random Coefficients | 2021-02-05 | Paper |
| A multiscale virtual element method for elliptic problems in heterogeneous porous media | 2021-01-25 | Paper |
| Flamant solution of a half-plane with surface flexural resistibility and its applications to nanocontact mechanics | 2020-11-10 | Paper |
| Local-global model reduction method for stochastic optimal control problems constrained by partial differential equations | 2020-04-08 | Paper |
| Least-squares mixed generalized multiscale finite element method | 2020-04-03 | Paper |
| Implicit sampling for hierarchical Bayesian inversion and applications in fractional multiscale diffusion models | 2020-03-30 | Paper |
| A Constraint Energy Minimizing Generalized Multiscale Finite Element Method for Parabolic Equations | 2019-09-19 | Paper |
| A two-stage ensemble Kalman filter based on multiscale model reduction for inverse problems in time fractional diffusion-wave equations | 2019-07-04 | Paper |
| Model's sparse representation based on reduced mixed GMsFE basis methods | 2019-06-24 | Paper |
| Ensemble-based implicit sampling for Bayesian inverse problems with non-Gaussian priors | 2018-12-02 | Paper |
| An improved implicit sampling for Bayesian inverse problems of multi-term time fractional multiscale diffusion models | 2018-11-26 | Paper |
| Identification of the reaction coefficient in time fractional diffusion equations | 2018-10-10 | Paper |
| Bayesian identification of discontinuous fields with an ensemble-based variable separation multiscale method | 2018-09-21 | Paper |
| Bayesian Inference Using Intermediate Distribution Based on Coarse Multiscale Model for Time Fractional Diffusion Equations | 2018-05-29 | Paper |
| Model reduction method using variable-separation for stochastic saddle point problems | 2018-02-22 | Paper |
| A Novel Variable-Separation Method Based on Sparse and Low Rank Representation for Stochastic Partial Differential Equations | 2017-12-13 | Paper |
| Mixed Multiscale Finite Volume Methods for Elliptic Problems in Two-Phase Flow Simulations | 2017-10-27 | Paper |
| Convergence analysis for GMsFEM approximation of elliptic eigenvalue problems | 2017-09-07 | Paper |
| Convergence analysis of hybrid expanded mixed finite element method for elliptic equations | 2017-07-26 | Paper |
| Multiscale model reduction method for Bayesian inverse problems of subsurface flow | 2017-03-16 | Paper |
| Multi-element least square HDMR methods and their applications for stochastic multiscale model reduction | 2016-12-05 | Paper |
| A dimension reduction method with applications for coefficient inversion of diffusion equations | 2016-10-07 | Paper |
| Reduced multiscale finite element basis methods for elliptic PDEs with parameterized inputs | 2016-03-03 | Paper |
| A reduced order method for Allen-Cahn equations | 2015-09-09 | Paper |
| An upscaling method using coefficient splitting and its applications to elliptic {pde}s | 2015-09-03 | Paper |
| A Hybrid HDMR for Mixed Multiscale Finite Element Methods with Application to Flows in Random Porous Media | 2015-05-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4923436 | 2013-05-24 | Paper |
| A Resourceful Splitting Technique with Applications to Deterministic and Stochastic Multiscale Finite Element Methods | 2013-01-24 | Paper |
| Analysis of stochastic mimetic finite difference methods and their applications in single-phase stochastic flows | 2012-12-17 | Paper |
| A priori estimates for two multiscale finite element methods using multiple global fields to wave equations | 2012-11-02 | Paper |
| Stochastic mixed multiscale finite element methods and their applications in random porous media | 2012-02-08 | Paper |
| Mixed Multiscale Finite Element Methods on Adaptive Unstructured Grids Using Limited Global Information | 2011-05-31 | Paper |
| Mixed Multiscale Finite Element Analysis for Wave Equations Using Global Information | 2011-05-18 | Paper |
| Analysis of global multiscale finite element methods for wave equations with continuum spatial scales | 2010-06-25 | Paper |
| Analysis of an operator splitting method in 4D-Var | 2010-04-12 | Paper |
| Mixed multiscale finite element methods using approximate global information based on partial upscaling | 2010-03-15 | Paper |
| Mixed Multiscale Finite Element Methods Using Limited Global Information | 2009-10-19 | Paper |
| An analysis of 4D variational data assimilation and its application | 2009-04-27 | Paper |
| Multiscale methods for parabolic equations with continuum spatial scales | 2008-03-11 | Paper |
| Individual homogenization of nonlinear parabolic operators | 2007-03-08 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4408671 | 2004-03-04 | Paper |
| Composition operators from \(B^\alpha\) to \(F(p,q,s)\). | 2003-09-11 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4789349 | 2003-05-12 | Paper |
| Composition operator on Bers-type spaces. | 2002-01-01 | Paper |
