Timothy Wildey
Publications by Year
Research Areas
Probabilistic and Robust Engineering Design, Advanced Numerical Methods in Computational Mathematics, Model Reduction and Neural Networks, Advanced Multi-Objective Optimization Algorithms, Advanced Mathematical Modeling in Engineering
Most-Cited Works
- → Dakota, a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis version 6.0 theory manual(2014)187 cited
- → Dakota, a multilevel parallel object-oriented framework for design optimization, parameter estimation, uncertainty quantification, and sensitivity analysis :(2014)93 cited
- → Stochastic collocation and mixed finite elements for flow in porous media(2008)56 cited
- → Combining Push-Forward Measures and Bayes' Rule to Construct Consistent Solutions to Stochastic Inverse Problems(2018)51 cited
- → sMF-BO-2CoGP: A Sequential Multi-Fidelity Constrained Bayesian Optimization Framework for Design Applications(2020)51 cited
- → WearGP: A computationally efficient machine learning framework for local erosive wear predictions via nodal Gaussian processes(2018)50 cited
- → Solving Stochastic Inverse Problems for Property–Structure Linkages Using Data-Consistent Inversion and Machine Learning(2020)43 cited
- → Robust a Posteriori Error Control and Adaptivity for Multiscale, Multinumerics, and Mortar Coupling(2013)39 cited
- → A Posteriori Error Analysis of Stochastic Differential Equations Using Polynomial Chaos Expansions(2011)34 cited
- → DOMAIN DECOMPOSITION FOR POROELASTICITY AND ELASTICITY WITH DG JUMPS AND MORTARS(2010)33 cited