Reduced-Dimensional Neural Network Surrogate Construction for the E3SM Land Model
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Sargsyan, Khachik↗
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Results for “surrogates”
Search indexed NASA NTRS and DOE OSTI research on propulsion, heat transfer, battery materials and energy systems. Follow report and document links to the original sources.
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Characterizing Data-Driven Surrogate Models for Wildfires
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Morrow, Zachary Benjamin↗
Surrogate-Accelerated Parameter Optimization for the Quasi-Biennial Oscillation
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Sargsyan, Khachik↗
Reinforcement Learning for the Adaptive Construction of Surrogate Models
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Winovich, Nickolas↗
Surrogate-based calibration for the quasi-biennial oscillation
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Sargsyan, Khachik↗
PyApprox: a software package for sensitivity Analysis, Bayesian inference, optimal experimental design, and multi-fidelity uncertainty quantification and surrogate modeling
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Jakeman, John Davis↗
Construction and Performance of Polynomial Chaos Surrogates for Stochastic Processes
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Bahr-Mueller, Joy Noel↗
Bayesian Calibration of Stochastic Agent Based Model via PCA Based Surrogate Modeling
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Robertson, Connor James↗
Mixed-integer Programming Representations of Linear Model Decision Tree Surrogates
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Ammari, Bashar↗
Mixed-Integer Programming Formulations for Decision Making with Linear Model Decision Tree Surrogates
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Ammari, Bashar↗
Surrogate-based partitioned methods for interface problems
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Kuberry, Paul Allen↗
Credibility assessment of machine learning-based surrogate model prediction on NACA 0012 airfoil flow
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Kirsch, Jared Roelof↗
MLDL Presentation Video: Deep Neural Operators as Accurate Surrogates for Shape Optimization
Presentation on content from this publication: https://www.sciencedirect.com/science/article/pii/S0952197623017992
Penwarden, Michael Scott↗
MLDL Presentation Slides: Deep Neural Operators as Accurate Surrogates for Shape Optimization
Presentation on content from this publication: https://www.sciencedirect.com/science/article/pii/S0952197623017992
Penwarden, Michael Scott↗
Surrogate-based calibration for the quasi-biennial oscillation
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Damiano, Luis Antonio↗
Neural-ODE Surrogates for Fuel Degradation Processes in Nuclear Waste Repository Simulations
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Curry, Caitlin Jean↗
Non-linear encoding for multi-fidelity neural network surrogates
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Villatoro, Cristian↗
Using ion beam irradiation as a surrogate for neutron displacement damage in microelectronics: Simple theory and equivalency considerations
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Young, Joshua Michael↗