128 results in Data-Centric Engineering
Principal component density estimation for scenario generation using normalizing flows
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- Data-Centric Engineering / Volume 3 / 2022
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- 25 March 2022, e7
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An end-to-end data-driven optimization framework for constrained trajectories
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- Data-Centric Engineering / Volume 3 / 2022
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- 17 March 2022, e6
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Bayesian optimization with informative parametric models via sequential Monte Carlo
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- Data-Centric Engineering / Volume 3 / 2022
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- 08 March 2022, e5
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Markov chain Monte Carlo for a hyperbolic Bayesian inverse problem in traffic flow modeling
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- Data-Centric Engineering / Volume 3 / 2022
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- 22 February 2022, e4
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Universal Digital Twin: Land use
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- Data-Centric Engineering / Volume 3 / 2022
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- 10 February 2022, e3
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Performance and accuracy assessments of an incompressible fluid solver coupled with a deep convolutional neural network
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- Data-Centric Engineering / Volume 3 / 2022
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- 04 February 2022, e2
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Development of a digital twin operational platform using Python Flask
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- Data-Centric Engineering / Volume 3 / 2022
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- 31 January 2022, e1
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A hierarchical Bayesian approach for calibration of stochastic material models
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- Data-Centric Engineering / Volume 2 / 2021
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- 17 December 2021, e20
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Materials informatics and sustainability—The case for urgency
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- Data-Centric Engineering / Volume 2 / 2021
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- 15 November 2021, e19
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Decision-theoretic inspection planning using imperfect and incomplete data
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- Data-Centric Engineering / Volume 2 / 2021
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- 10 November 2021, e18
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Recurrent neural network for end-to-end modeling of laminar-turbulent transition
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- Data-Centric Engineering / Volume 2 / 2021
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- 19 October 2021, e17
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Chaotic systems learning with hybrid echo state network/proper orthogonal decomposition based model
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- Data-Centric Engineering / Volume 2 / 2021
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- 13 October 2021, e16
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Continuous calibration of a digital twin: Comparison of particle filter and Bayesian calibration approaches
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- Data-Centric Engineering / Volume 2 / 2021
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- 30 September 2021, e15
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Model order reduction based on Runge–Kutta neural networks
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- Data-Centric Engineering / Volume 2 / 2021
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- 08 September 2021, e13
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Universal Digital Twin - A Dynamic Knowledge Graph
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- Data-Centric Engineering / Volume 2 / 2021
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- 06 September 2021, e14
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Emulating computer experiments of transport infrastructure slope stability using Gaussian processes and Bayesian inference
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- Data-Centric Engineering / Volume 2 / 2021
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- 06 September 2021, e12
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On generative models as the basis for digital twins
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- Data-Centric Engineering / Volume 2 / 2021
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- 31 August 2021, e11
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Learning stable reduced-order models for hybrid twins
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- Data-Centric Engineering / Volume 2 / 2021
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- 27 August 2021, e10
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Bayesian model uncertainty quantification for hyperelastic soft tissue models
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- Data-Centric Engineering / Volume 2 / 2021
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- 13 July 2021, e9
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Data-based polyhedron model for optimization of engineering structures involving uncertainties
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- Data-Centric Engineering / Volume 2 / 2021
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- 29 June 2021, e8
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