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02/09/2023
Efficient Propagation of Uncertainty via Reordering Monte Carlo Samples
Uncertainty analysis in the outcomes of model predictions is a key eleme...
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06/16/2020
Deep Multimodal Transfer-Learned Regression in Data-Poor Domains
In many real-world applications of deep learning, estimation of a target...
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12/18/2018
Fast Exact Computation of Expected HyperVolume Improvement
In multi-objective Bayesian optimization and surrogate-based evolutionar...
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08/10/2018
Parametric Analysis of a Phenomenological Constitutive Model for Thermally Induced Phase Transformation in Ni-Ti Shape Memory Alloys
In this work, a thermo-mechanical model that predicts the actuation resp...
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06/12/2018