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Karen E. Willcox

Distributed computing for physics-based data-driven reduced modeling at scale: Application to a rotating detonation rocket engine

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Jul 13, 2024
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A digital twin framework for civil engineering structures

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Aug 02, 2023
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A Probabilistic Graphical Model Foundation for Enabling Predictive Digital Twins at Scale

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Dec 10, 2020
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From Physics-Based Models to Predictive Digital Twins via Interpretable Machine Learning

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Apr 28, 2020
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mfEGRA: Multifidelity Efficient Global Reliability Analysis

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Oct 06, 2019
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Contour location via entropy reduction leveraging multiple information sources

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Oct 24, 2018
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Should You Derive, Or Let the Data Drive? An Optimization Framework for Hybrid First-Principles Data-Driven Modeling

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Nov 12, 2017
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