Bayesian Optimization for E3SM climate model surrogate hyperparameter selection
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Richards-Dinger, Maia Katherine↗
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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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Machine Learning Surrogates for Fuel Degradation Processes in Nuclear Waste Repository Simulations
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Debusschere, Bert↗
Joint PCE Surrogate Construction with Uncertainty Quantification for Parameterized Stochastic Processes
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Bahr-Mueller, Joy Noel↗
Expressive Surrogate Models via Functional Tensor Networks
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Safta, Cosmin↗
A joint PCE Surrogate Construction with Uncertainty Quantification for Parameterized Stochastic Processes Applied to Catalysis
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Bahr-Mueller, Joy Noel↗
A Polynomial Chaos Surrogate Construction for Chemical Catalysis Models
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Sargsyan, Khachik↗
Estimating the Error in Solutions to Stochastic Inverse Problems When Using Machine Learning Surrogates
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Wildey, Timothy Michael↗
Improving Accuracy of Stochastic Collocation Surrogates for ODE/PDE Systems via Data-Driven Factorization of Model Dynamics
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De, Saibal↗
Surrogate-assisted Data-Free Inference with summary statistics for predicting xenon diffusivity in uranium oxide nuclear fuel
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Robbe, Pieterjan Magda M↗
RaISE: A Framework to Characterize Surrogate Models in Scientific Machine Learning
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Morrow, Zachary Benjamin↗
Reduced-order Neural Operator Surrogates for Dynamical System Models
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Casey, Tiernan Albert↗
Machine Learning Surrogates for Time Dependent Fuel Degradation Processes in Nuclear Waste Repository Simulations
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Debusschere, Bert↗
Improving Bayesian Networks Multifidelity Surrogate Construction with Basis Adaptation
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Zeng, Xiaoshu↗
CFD-Based Kriging Surrogate Models Compared to Axisymmetric Missile Concept From Mach 0.60 to 3.95
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Dreyer, Emily↗
Surrogate Models for Improving Atmospheric Modeling
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Debusschere, Bert↗
Machine Learning Surrogates with OMLT and IDAES for Improved Design and Analysis of Energy Systems
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Ammari, Bashar↗
Improving Bayesian networks multifidelity surrogate construction with basis adaptation
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Zeng, Xiaoshu↗
Property Measurements of LiF-NaF-KF Molten Salts Doped with Surrogate Fission Products
Measurements of molten salt properties including transition temperatures, phase behavior, heat capacity, density, volumetric thermal expansion, surface tension, viscosity thermal diffusivity, thermal conductivity, and vapor pressure are performed at Argonne. The properties of several fuel and coolant salts including eutectic LiF-NaF-KF (FLiNaK) have been measured. These properties are suitable for use in evaluating reactor performance during startup and early operating conditions.
11 NUCLEAR FUEL CYCLE AND FUEL MATERIALS↗