SUMO
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Related Items (27)
Experiments with an adaptive multicut-HDMR map generation for slowly varying continuous multivariate functions ⋮ Multi-Objective Optimization of RF Circuit Blocks via Surrogate Models and NBI and SPEA2 Methods ⋮ Number of DoE Required for Estimating Different Quality Surrogate ⋮ Variational inference with NoFAS: normalizing flow with adaptive surrogate for computationally expensive models ⋮ Evidence-theory-based uncertain parameter identification method for mechanical systems with imprecise information ⋮ Inverse modelling of an aneurysm's stiffness using surrogate-based optimization and fluid-structure interaction simulations ⋮ Partitioned solution of an unsteady adjoint for strongly coupled fluid-structure interactions and application to parameter identification of a one-dimensional problem ⋮ Large scale variable fidelity surrogate modeling ⋮ Machine learning-based surrogate modeling for data-driven optimization: a comparison of subset selection for regression techniques ⋮ Variance-based interaction index measuring heteroscedasticity ⋮ Multi-objective geometry optimization of a gas cyclone using triple-fidelity co-Kriging surrogate models ⋮ Designing higher value roads to preserve species at risk by optimally controlling traffic flow ⋮ TRANSFORM-ANN for online optimization of complex industrial processes: casting process as case study ⋮ Gaussian processes for history-matching: application to an unconventional gas reservoir ⋮ Efficient benchmarking of algorithm configurators via model-based surrogates ⋮ Fast calculation of multiobjective probability of improvement and expected improvement criteria for Pareto optimization ⋮ Surrogate Modeling of RF Circuit Blocks ⋮ Epistemic uncertainty-based reliability analysis for engineering system with hybrid evidence and fuzzy variables ⋮ Minimization of accident severity index in concrete barrier designs using an ensemble of radial basis function metamodel-based optimization ⋮ Decomposition-assisted computational technique based on surrogate modeling for real-time simulations ⋮ Efficient multiobjective optimization employing Gaussian processes, spectral sampling and a genetic algorithm ⋮ Shape optimization of a cyclone separator using multi-objective surrogate-based optimization ⋮ Incremental modeling of a new high-order polynomial surrogate model ⋮ High dimensional kriging metamodelling utilising gradient information ⋮ Sequential sensitivity analysis of expensive black-box simulators with metamodelling ⋮ Data-driven operator inference for nonintrusive projection-based model reduction ⋮ A Fuzzy Hybrid Sequential Design Strategy for Global Surrogate Modeling of High-Dimensional Computer Experiments
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