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Uncertainty-Aware Multifidelity Surrogate Modeling with Noisy Data
Publisher: American Society of Civil Engineers
Abstract: Emulating high-accuracy computationally expensive models is crucial for tasks requiring numerous model evaluations, such as uncertainty quantification and optimization. When lower-fidelity models are available, they can ...
Training of a Classifier for Structural Component Failure Based on Hybrid Simulation and Kriging
Publisher: ASCE
Abstract: Hybrid simulation is a tool for investigating the dynamic response of a structural prototype subjected to realistic loading. Hybrid simulation is conducted using a hybrid model that combines physical and numerical substructures ...
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