| Publication | Date of Publication | Type |
|---|
| Bi-Orthogonal fPINN: A Physics-Informed Neural Network Method for Solving Time-Dependent Stochastic Fractional PDEs | 2024-01-05 | Paper |
| Uncertainty quantification in scientific machine learning: methods, metrics, and comparisons | 2023-02-10 | Paper |
| IB-UQ: Information bottleneck based uncertainty quantification for neural function regression and neural operator learning | 2023-02-07 | Paper |
| Monte Carlo fPINNs: deep learning method for forward and inverse problems involving high dimensional fractional partial differential equations | 2022-10-10 | Paper |
| Consensus of fractional-order multi-agent systems via current and time-delay states feedback | 2022-09-01 | Paper |
| Error estimate of the fast L1 method for time-fractional subdiffusion equations | 2022-08-04 | Paper |
| A Unified Fast Memory-Saving Time-Stepping Method for Fractional Operators and Its Applications | 2022-08-04 | Paper |
| Normalizing field flows: solving forward and inverse stochastic differential equations using physics-informed flow models | 2022-05-11 | Paper |
| A spectral method for stochastic fractional PDEs using dynamically-orthogonal/bi-orthogonal decomposition | 2022-05-11 | Paper |
| Monte Carlo PINNs: deep learning approach for forward and inverse problems involving high dimensional fractional partial differential equations | 2022-03-16 | Paper |
| Normalizing field flows: Solving forward and inverse stochastic differential equations using physics-informed flow models | 2021-08-29 | Paper |
| Quantifying total uncertainty in physics-informed neural networks for solving forward and inverse stochastic problems | 2021-01-27 | Paper |
| Sparse Approximation of Data-Driven Polynomial Chaos Expansions: An Induced Sampling Approach | 2021-01-14 | Paper |
| Data-driven polynomial chaos expansions: a weighted least-square approximation | 2020-12-09 | Paper |
| Constructing Least-Squares Polynomial Approximations | 2020-06-03 | Paper |
| Learning in Modal Space: Solving Time-Dependent Stochastic PDEs Using Physics-Informed Neural Networks | 2020-03-27 | Paper |
| Efficient Multistep Methods for Tempered Fractional Calculus: Algorithms and Simulations | 2019-08-28 | Paper |
| A gradient enhanced \(\ell_{1}\)-minimization for sparse approximation of polynomial chaos expansions | 2019-06-25 | Paper |
| The flow field analysis and flow calculation of ultrasonic flowmeter based on the Fluent software | 2019-02-14 | Paper |
| Efficient multistep methods for tempered fractional calculus: Algorithms and Simulations | 2018-12-03 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4690736 | 2018-10-22 | Paper |
| Sparse Recovery via ℓq-Minimization for Polynomial Chaos Expansions | 2018-07-18 | Paper |
| Existence and regularity of \(q\)-mild solutions to fractional evolution equations with noncompact semigroups | 2018-03-01 | Paper |
| Weighted Approximate Fekete Points: Sampling for Least-Squares Polynomial Approximation | 2018-02-21 | Paper |
| Stochastic Collocation vial1-Minimisation on Low Discrepancy Point Sets with Application to Uncertainty Quantification | 2017-10-23 | Paper |
| https://portal.mardi4nfdi.de/entity/Q2987227 | 2017-05-17 | Paper |
| Stochastic Collocation Methods via $\ell_1$ Minimization Using Randomized Quadratures | 2017-03-20 | Paper |
| Simultaneous image fusion and demosaicing via compressive sensing | 2016-04-06 | Paper |
| Stochastic Collocation Algorithms Using $l_1$-Minimization for Bayesian Solution of Inverse Problems | 2015-06-10 | Paper |
| Generalized synchronization of different chaotic systems based on nonnegative off-diagonal structure | 2014-11-24 | Paper |
| On a general class of quadratic hopping sequences | 2014-07-21 | Paper |
| Leader‐Following Consensus of Multi‐Agent System with Diffusion | 2014-05-15 | Paper |
| STOCHASTIC COLLOCATION ALGORITHMS USING l1-MINIMIZATION | 2014-04-25 | Paper |
| Second-order consensus in multi-agent systems based on second-order neighbours’ information | 2014-04-17 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5399748 | 2014-02-28 | Paper |
| On the analysis of a class of loss models incorporating time dependence | 2013-08-20 | Paper |
| A pseudospectral approach for Kirchhoff plate bending problems with uncertainties | 2013-06-11 | Paper |
| On Fuzzy Prime Filters of Lattice H Implication Algebras | 2012-12-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3109776 | 2012-01-27 | Paper |
| Adini-Q 1 -P 3 FEM for general elastic multi-structure problems | 2011-10-12 | Paper |
| Image encryption using DNA addition combining with chaotic maps | 2011-03-19 | Paper |
| Dynamical analysis of Kirchhoff plates by an explicit time integration Morley element method | 2010-06-22 | Paper |
| Global behavior for a diffusive predator-prey model with stage structure and nonlinear density restriction. I: The case in \(\mathbb R^n\) | 2010-04-13 | Paper |
| Global behavior for a diffusive predator-prey model with stage structure and nonlinear density restriction. II: The case in \(\mathbb R^1\) | 2010-04-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5322825 | 2009-07-22 | Paper |
| Vibration analysis of Kirchhoff plates by the Morley element method | 2008-02-06 | Paper |
| A finite element method for investigating general elastic multi-structures | 2007-11-02 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3441570 | 2007-05-30 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5492275 | 2006-10-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5488730 | 2006-09-22 | Paper |
| \(H^1\)-Galerkin mixed finite element method for the regularized long wave equation | 2006-06-14 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3373389 | 2006-03-13 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5699647 | 2005-10-26 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4809905 | 2004-08-31 | Paper |
