A comparison of three methods for selecting values of input variables in the analysis of output from a computer code

A decomposition approach to variance reduction

WSC '85 Proceedings of the 17th conference on Winter simulation

A smart hill-climbing algorithm for application server configuration

Proceedings of the 13th international conference on World Wide Web

Kriging interpolation in simulation: a survey

WSC '04 Proceedings of the 36th conference on Winter simulation

Kriging metamodeling in discrete-event simulation: an overview

WSC '05 Proceedings of the 37th conference on Winter simulation

A Predictive Performance Model for Superscalar Processors

Proceedings of the 39th Annual IEEE/ACM International Symposium on Microarchitecture

Low discrepancy sequences in high dimensions: How well are their projections distributed?

Journal of Computational and Applied Mathematics

Important factors in screening for colorectal cancer

Proceedings of the 39th conference on Winter simulation: 40 years! The best is yet to come

SNOBFIT -- Stable Noisy Optimization by Branch and Fit

ACM Transactions on Mathematical Software (TOMS)

Practical, fast Monte Carlo statistical static timing analysis: why and how

Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design

On efficient Monte Carlo-based statistical static timing analysis of digital circuits

Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design

Robust reconfigurable filter design using analytic variability quantification techniques

Proceedings of the 2008 IEEE/ACM International Conference on Computer-Aided Design

Improving a plan library for real-time systems using nearly orthogonal Latin hypercube sampling

AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3

Fuzzy clustering based Gaussian process model for large training set and its application in expensive evolutionary optimization

CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation

Expensive multiobjective optimization by MOEA/D with Gaussian process model

IEEE Transactions on Evolutionary Computation

Optimization of forging processes using Finite Element simulations

Structural and Multidisciplinary Optimization

Modified particle swarm optimization for a multimodal mixed-variable laser peening process

Structural and Multidisciplinary Optimization

An archive maintenance scheme for finding robust solutions

PPSN'10 Proceedings of the 11th international conference on Parallel problem solving from nature: Part I

Probabilistic approximations of ODEs based bio-pathway dynamics

Theoretical Computer Science

Kriging-based convex subspace single linkage method with path-based clustering technique for approximation-based global optimization

Structural and Multidisciplinary Optimization

Modeling design and flow feature interactions for automotive synthesis

IDEAL'11 Proceedings of the 12th international conference on Intelligent data engineering and automated learning

Comparison of experimental designs for simulation-based symbolic regression of manufacturing systems

Computers and Industrial Engineering

Variance decompositions of nonlinear time series using stochastic simulation and sensitivity analysis

Statistics and Computing

Multi-wafer virtual probe: minimum-cost variation characterization by exploring wafer-to-wafer correlation

Proceedings of the International Conference on Computer-Aided Design

A Kriging-based algorithm to optimize production systems approximated by analytical models

Journal of Intelligent Manufacturing

PopED: An extended, parallelized, nonlinear mixed effects models optimal design tool

Computer Methods and Programs in Biomedicine

White box sampling in uncertain data processing enabled by program analysis

Proceedings of the ACM international conference on Object oriented programming systems languages and applications

Modification of Cheng's method: an alternative factor screening method for stochastic simulation models

Proceedings of the Winter Simulation Conference

Lightweight design of vehicle parameters under crashworthiness using conservative surrogates

Computers in Industry

Multi-output separable Gaussian process: Towards an efficient, fully Bayesian paradigm for uncertainty quantification

Journal of Computational Physics

Global illumination with radiance regression functions

ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings

The GNAT method for nonlinear model reduction: Effective implementation and application to computational fluid dynamics and turbulent flows

Journal of Computational Physics

Fracture properties of cement and alkali activated fly ash based concrete with application to segmental tunnel lining

Advances in Engineering Software

An optimization algorithm employing multiple metamodels and optimizers

International Journal of Automation and Computing

Global optimization of expensive black box problems with a known lower bound

Journal of Global Optimization