| Publication | Date of Publication | Type |
|---|
| Estimating a Potential Without the Agony of the Partition Function | 2024-01-11 | Paper |
| DRIP: deep regularizers for inverse problems | 2023-12-20 | Paper |
| An introduction to deep generative modeling | 2023-12-15 | Paper |
| Parametric level-set inverse problems with stochastic background estimation | 2023-06-01 | Paper |
| Secant penalized BFGS: a noise robust quasi-Newton method via penalizing the secant condition | 2023-04-17 | Paper |
| Fully hyperbolic convolutional neural networks | 2022-09-30 | Paper |
| How to catch a lion in the desert: on the solution of the coverage directed generation (CDG) problem | 2021-11-15 | Paper |
| Secant Penalized BFGS: A Noise Robust Quasi-Newton Method Via Penalizing The Secant Condition | 2020-10-03 | Paper |
| Deep neural networks motivated by partial differential equations | 2020-04-23 | Paper |
| ADMM-softmax: an ADMM approach for multinomial logistic regression | 2020-04-23 | Paper |
| 3D joint hydrogeophysical inversion using similarity measures | 2019-11-29 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5741911 | 2019-05-16 | Paper |
| A multigrid solver to the Helmholtz equation with a point source based on travel time and amplitude | 2019-03-01 | Paper |
| Simultaneous-shot inversion for PDE-constrained optimization problems with missing data | 2019-01-14 | Paper |
| An efficient algorithm for matrix-valued and vector-valued optimal mass transport | 2018-12-13 | Paper |
| An oversampling technique for the multiscale finite volume method to simulate electromagnetic responses in the frequency domain | 2018-09-28 | Paper |
| Never look back - A modified EnKF method and its application to the training of neural networks without back propagation | 2018-05-21 | Paper |
| Low-Cost Parameterizations of Deep Convolutional Neural Networks | 2018-05-20 | Paper |
| Stable architectures for deep neural networks | 2018-03-14 | Paper |
| Joint hydrogeophysical inversion: state estimation for seawater intrusion models in 3D | 2018-02-28 | Paper |
| Full Waveform Inversion Guided by Travel Time Tomography | 2017-10-27 | Paper |
| jInv--a Flexible Julia Package for PDE Parameter Estimation | 2017-10-27 | Paper |
| A fast marching algorithm for the factored eikonal equation | 2017-05-08 | Paper |
| A framework for the upscaling of the electrical conductivity in the quasi-static Maxwell's equations | 2017-02-09 | Paper |
| Adaptive A-Optimal Experimental Design for Linear Dynamical Systems | 2016-12-21 | Paper |
| Building an iterative heuristic solver for a quantum annealer | 2016-12-15 | Paper |
| The Discrete Adjoint Method for Exponential Integration | 2016-10-08 | Paper |
| Optimal design of simultaneous source encoding | 2016-02-01 | Paper |
| A Multilevel Method for the Solution of Time Dependent Optimal Transport | 2016-01-15 | Paper |
| Numerical Computation of the Gradient and the Action of the Hessian for Time-Dependent PDE-Constrained Optimization Problems | 2015-09-12 | Paper |
| Computational Methods in Geophysical Electromagnetics | 2015-01-23 | Paper |
| Geophysical Imaging of Fluid Flow in Porous Media | 2015-01-23 | Paper |
| Parallel inversion of large-scale airborne time-domain electromagnetic data with multiple OcTree meshes | 2014-06-19 | Paper |
| https://portal.mardi4nfdi.de/entity/Q5419932 | 2014-06-11 | Paper |
| Blind deconvolution of seismograms regularized via minimum support | 2013-05-16 | Paper |
| An Effective Method for Parameter Estimation with PDE Constraints with Multiple Right-Hand Sides | 2013-01-04 | Paper |
| Optimal estimation of \(\ell_1\)-regularization prior from a regularized empirical Bayesian risk standpoint | 2012-12-21 | Paper |
| Numerical methods for \(A\)-optimal designs with a sparsity constraint for ill-posed inverse problems | 2012-12-13 | Paper |
| Experimental Design for Biological Systems | 2012-05-30 | Paper |
| A Second Order Discretization of Maxwell's Equations in the Quasi-Static Regime on OcTree Grids | 2012-02-23 | Paper |
| A mixed formulation of the Bingham fluid flow problem: analysis and numerical solution | 2012-02-01 | Paper |
| A preconditioning technique for a class of PDE-constrained optimization problems | 2011-12-14 | Paper |
| Numerical optimization for constrained image registration | 2011-10-25 | Paper |
| New multigrid smoothers for the Oseen problem | 2011-10-25 | Paper |
| https://portal.mardi4nfdi.de/entity/Q3172613 | 2011-10-05 | Paper |
| A fast method for the solution of the Helmholtz equation | 2011-07-13 | Paper |
| An Efficient Numerical Method for the Solution of the $L_2$ Optimal Mass Transfer Problem | 2011-03-02 | Paper |
| Multilevel Algorithms for Large-Scale Interior Point Methods | 2011-01-10 | Paper |
| Numerical methods for the design of large-scale nonlinear discrete ill-posed inverse problems | 2010-04-08 | Paper |
| Adaptive Mesh Refinement for Nonparametric Image Registration | 2009-11-27 | Paper |
| Sensitivity computation of the ℓ 1 minimization problem and its application to dictionary design of ill-posed problems | 2009-10-08 | Paper |
| A computational framework for image-based constrained registration | 2009-06-23 | Paper |
| Numerical methods for experimental design of large-scale linear ill-posed inverse problems | 2008-11-06 | Paper |
| An Octree Method for Parametric Image Registration | 2008-09-23 | Paper |
| A parallel method for large scale time domain electromagnetic inverse problems | 2008-04-07 | Paper |
| Adaptive finite volume method for distributed non-smooth parameter identification | 2007-09-07 | Paper |
| An octree multigrid method for quasi-static Maxwell's equations with highly discontinuous coefficients | 2007-05-23 | Paper |
| Numerical methods for coupled super-resolution | 2006-09-06 | Paper |
| A Multilevel Method for Image Registration | 2006-05-30 | Paper |
| On Effective Methods for Implicit Piecewise Smooth Surface Recovery | 2006-05-30 | Paper |
| Scale Space and PDE Methods in Computer Vision | 2005-11-10 | Paper |
| Quasi-Newton methods for large-scale electromagnetic inverse problems | 2005-04-09 | Paper |
| Numerical methods for volume preserving image registration | 2005-04-05 | Paper |
| https://portal.mardi4nfdi.de/entity/Q4664575 | 2005-04-05 | Paper |
| A multilevel, level-set method for optimizing eigenvalues in shape design problems | 2004-09-23 | Paper |
| A multigrid method for distributed parameter estimation problems | 2004-03-08 | Paper |
| Learning regularization functionals a supervised training approach | 2003-12-02 | Paper |
| Preconditioned all-at-once methods for large, sparse parameter estimation problems | 2002-06-11 | Paper |
| Grid refinement and scaling for distributed parameter estimation problems | 2002-06-06 | Paper |
| Fast simulation of 3D electromagnetic problems using potentials. | 2002-04-08 | Paper |
| A mixed finite element method for the solution of the magnetostatic problem with highly discontinuous coefficients in 3D | 2001-06-19 | Paper |
| On optimization techniques for solving nonlinear inverse problems | 2001-05-10 | Paper |
| Fast Finite Volume Simulation of 3D Electromagnetic Problems with Highly Discontinuous Coefficients | 2001-03-19 | Paper |
| A GCV based method for nonlinear ill-posed problems | 2000-06-07 | Paper |
