Credibility assessment of machine learning-based surrogate model prediction on NACA 0012 airfoil flow
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Kirsch, Jared Roelof↗
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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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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↗
Development and testing of subcircuit surrogate models using Data-Driven Exterior Calculus and Xyce-PyMi
High level overview of Data-driven Discrete Exterior Calculus machine learning framework applied to device and circuit modeling.
Patel, Ravi Ghanshyam↗
Calibration of stochastic agent-based model with Gaussian process surrogate and Stein variational inference
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Robertson, Connor James↗
Surrogate-accelerated multi-objective optimization for improving the QBO
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Damiano, Luis Antonio↗
Graph Convolutional Neural Networks as Surrogate Models for Climate Simulation
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Potter, Kevin Matthew↗
Presentation at the Model Reduction and Surrogate Modeling (MORe24) conference
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Diaz, Alejandro Nicolas↗
POLYNOMIAL CHAOS SURROGATE FOR STOCHASTIC MODELS WITH PARAMETRIC UNCERTAINTY
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Bahr-Mueller, Joy Noel↗
Neural-ODE Surrogates for Fuel Degradation Processes in Nuclear Waste Repository Simulations
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Curry, Caitlin Jean↗
Neural-ODE Surrogates for Fuel Degradation Processes in Nuclear Waste Repository Simulations
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Madsen, Calvin Franklin↗
Data set of fully kinetic simulations of capacitively coupled plasma discharges in argon for development of surrogate models
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Hardin, Thomas James↗
Deuterium Releases in a Room with a Fire as a Tritium Surrogate
This is for the tritium focus group meeting at PNNL in a few weeks. I'll also share this with the TRIDENT venture team on 10/16.
Brown, Alexander L.↗
SciDAC-QBO Improving the quasi-biennial oscillation in E3SM using surrogate-based parameter optimization and vertical grid modification
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58 GEOSCIENCES↗