Inverse Problem Theory and Methods for Model Parameter Estimation

On the Sequential Accumulation of Evidence

International Journal of Computer Vision - Special issue: Research at McGill University

A 3-D gravity inversion tool based on exploration of model possibilities

Computers & Geosciences

On the adequacy of identified cole--cole models

Computers & Geosciences

A Variational Approach to Remove Outliers and Impulse Noise

Journal of Mathematical Imaging and Vision

Weakly Constrained Minimization: Application to the Estimation of Images and Signals Involving Constant Regions

Journal of Mathematical Imaging and Vision

Efficient electric resistivity inversion using adjoint state of mixed finite-element method for Poisson's equation

Journal of Computational Physics

"Natural norm" a posteriori error estimators for reduced basis approximations

Journal of Computational Physics - Special issue: Uncertainty quantification in simulation science

Uncertainty quantification for porous media flows

Journal of Computational Physics - Special issue: Uncertainty quantification in simulation science

Underlying issues associated with validation and verification of dynamic data driven simulation

Proceedings of the 38th conference on Winter simulation

Preconditioned iterative methods for linear discrete ill-posed problems from a Bayesian inversion perspective

Journal of Computational and Applied Mathematics - Special issue: Applied computational inverse problems

Book review:

Interfaces

Stochastic spectral methods for efficient Bayesian solution of inverse problems

Journal of Computational Physics

An efficient sampling method for stochastic inverse problems

Computational Optimization and Applications

VISIM: Sequential simulation for linear inverse problems

Computers & Geosciences

Shape determination for deformed electromagnetic cavities

Journal of Computational Physics

A penalty function method for solving inverse optimal value problem

Journal of Computational and Applied Mathematics

A study of hydrodynamic mass-consistent models

Journal of Computational Methods in Sciences and Engineering

A strategy to integrate a priori knowledge for an improved inversion of the LAI from BRDF modelling

International Journal of Remote Sensing - Recent Advances in Quantitative Remote Sensing: Papers from the Second International Symposium, 25th-29th September 2006, Torrent, Spain

A patch spectral purification method to extract field patch average parameters from moderate resolution data

International Journal of Remote Sensing - Recent Advances in Quantitative Remote Sensing: Papers from the Second International Symposium, 25th-29th September 2006, Torrent, Spain

Elastic-wave identification of penetrable obstacles using shape-material sensitivity framework

Journal of Computational Physics

Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems

Journal of Computational Physics

Semi-automatic parallelization of direct and inverse problems for geothermal simulation

Proceedings of the 2009 ACM symposium on Applied Computing

Computer controlled sequential simulation method: Reconsidering evaluation of measurements from frequently sampled intravenous glucose tolerance test

Computer Methods and Programs in Biomedicine

Neural network method to solve inverse problems for canopy radiative transfer models

Cybernetics and Systems Analysis

Effect of geoacoustic parameters uncertainties on acoustic transmission loss prediction

WSEAS Transactions on Signal Processing

An inverse problem arising from the displacement of oil by water in porous media

Applied Numerical Mathematics

An exact reformulation-linearisation technique algorithm for solving a parameter extraction problem arising in compact thermal models

Optimization Methods & Software - GLOBAL OPTIMIZATION

Bayesian inverse reinforcement learning

IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence

Grid-enabled ensemble subsurface modeling

PDCS '07 Proceedings of the 19th IASTED International Conference on Parallel and Distributed Computing and Systems

Coherent continuous-phase frequency-shift keying: parameter optimization and code design

IEEE Transactions on Wireless Communications

Fast Two-Phase Image Deblurring Under Impulse Noise

Journal of Mathematical Imaging and Vision

Identification of Bayesian posteriors for coefficients of chaos expansions

Journal of Computational Physics

An example of an automatic differentiation-based modelling system

ICCSA'03 Proceedings of the 2003 international conference on Computational science and its applications: PartII

Density estimation with genetic programming for inverse problem solving

EuroGP'07 Proceedings of the 10th European conference on Genetic programming

Counter-examples for Bayesian MAP restoration

SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision

Hierarchical Bayesian inference for Ill-posed problems via variational method

Journal of Computational Physics

Link between copula and tomography

Pattern Recognition Letters

Solving ill-posed Image Processing problems using Data Assimilation

Numerical Algorithms

Variational method for super-resolution optical flow

Signal Processing

Parameter and State Model Reduction for Large-Scale Statistical Inverse Problems

SIAM Journal on Scientific Computing

Global Convergence of a New Hybrid Gauss-Newton Structured BFGS Method for Nonlinear Least Squares Problems

SIAM Journal on Optimization

Inverse scheduling: two-machine flow-shop problem

Journal of Scheduling

Recovering missing data on satellite images

SCIA'11 Proceedings of the 17th Scandinavian conference on Image analysis

Interlocked optimization and fast gradient algorithm for a seismic inverse problem

Journal of Computational Physics

Inverse queries: how to get this answer?

i-KNOW '11 Proceedings of the 11th International Conference on Knowledge Management and Knowledge Technologies

Linear operators and stochastic partial differential equations in Gaussian process regression

ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II

Original article: Identification of strength and location of stationary point source of atmospheric pollutant in urban conditions using computational fluid dynamics model

Mathematics and Computers in Simulation

A variational Bayesian method to inverse problems with impulsive noise

Journal of Computational Physics

Fast Algorithms for Bayesian Uncertainty Quantification in Large-Scale Linear Inverse Problems Based on Low-Rank Partial Hessian Approximations

SIAM Journal on Scientific Computing

Eigenvalues of the Jacobian of a Galerkin-Projected Uncertain ODE System

SIAM Journal on Scientific Computing

A Measure-Theoretic Computational Method for Inverse Sensitivity Problems I: Method and Analysis

SIAM Journal on Numerical Analysis

Vortex design problem

Journal of Computational and Applied Mathematics

Load identification for a rolling disc: finite element discretization and virtual calibration

Computational Mechanics

Probabilistic fatigue damage prognosis using maximum entropy approach

Journal of Intelligent Manufacturing

FaIMS: A fast algorithm for the inverse medium problem with multiple frequencies and multiple sources for the scalar Helmholtz equation

Journal of Computational Physics

Visualization of Global Correlation Structures in Uncertain 2D Scalar Fields

Computer Graphics Forum

Sampling-free linear Bayesian update of polynomial chaos representations

Journal of Computational Physics

Gear dynamics monitoring using discrete wavelet transformation and multi-layer perceptron neural networks

Applied Soft Computing

Acceleration of uncertainty updating in the description of transport processes in heterogeneous materials

Journal of Computational and Applied Mathematics

A Computational Measure Theoretic Approach to Inverse Sensitivity Problems II: A Posteriori Error Analysis

SIAM Journal on Numerical Analysis

Quantile based decision making rule of the neural networks committee for ill-posed approximation problems

Neurocomputing

Bayesian inference with optimal maps

Journal of Computational Physics

The platform- and hardware-in-the-loop simulator for multi-robot cooperation

Proceedings of the 10th Performance Metrics for Intelligent Systems Workshop

Extreme-scale UQ for Bayesian inverse problems governed by PDEs

SC '12 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis

On the convergence of a modified regularized Newton method for convex optimization with singular solutions

Journal of Computational and Applied Mathematics

Managing uncertainty in integrated environmental modelling: The UncertWeb framework

Environmental Modelling & Software

Visualizing the positional and geometrical variability of isosurfaces in uncertain scalar fields

EuroVis'11 Proceedings of the 13th Eurographics / IEEE - VGTC conference on Visualization

A look inside the earth: geophysical imaging of the subsurface

XRDS: Crossroads, The ACM Magazine for Students - Scientific Computing

Topological inversion in geodesy-based, non-linear problems in geophysics

Computers & Geosciences

Posterior Sampling using Particle Swarm Optimizers and Model Reduction Techniques

International Journal of Applied Evolutionary Computation

Evaluating the impact of aquifer layer properties on geomechanical response during CO2 geological sequestration

Computers & Geosciences

A balanced combination of Tikhonov and total variation regularizations for reconstruction of piecewise-smooth signals

Signal Processing

Sampling-free linear Bayesian updating of model state and parameters using a square root approach

Computers & Geosciences

Ensemble smoother with multiple data assimilation

Computers & Geosciences

Information content in Lagrangian sensor measurements for reservoir characterization

Computers & Geosciences

Probabilistic constraints for nonlinear inverse problems

Constraints

Optimal reconstruction of material properties in complex multiphysics phenomena

Journal of Computational Physics

Optimized explicit finite-difference schemes for spatial derivatives using maximum norm

Journal of Computational Physics

Parameter identification in climate models using surrogate-based optimization

Journal of Computational Methods in Sciences and Engineering - Special issue on Advances in Simulation-Driven Optimization and Modeling

Telescoping strategies for improved parameter estimation of environmental simulation models

Computers & Geosciences

Bayesian posteriors of uncertainty quantification in computational structural dynamics for low-and medium-frequency ranges

Computers and Structures

A robust CRE-based approach for model updating using in situ measurements

Computers and Structures

Bayesian joint inversions for the exploration of earth resources

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

Evaluating application performance and energy consumption on hybrid CPU+GPU architecture

Cluster Computing

Inverse transport problem of estimating point-like source using a Bayesian parametric method with MCMC

Signal Processing

Hybrid nested sampling algorithm for Bayesian model selection applied to inverse subsurface flow problems

Journal of Computational Physics

Low-rank separated representation surrogates of high-dimensional stochastic functions: Application in Bayesian inference

Journal of Computational Physics

Source Estimation by Full Wave Form Inversion

Journal of Scientific Computing

Theoretical aspects of mapping to multidimensional optimal regions as a multi-classifier

Intelligent Data Analysis