Neural-Inspired Computation for Efficient Scientific Computing via Random Walks and Surrogate Models.
Abstract not provided.
Severa, William Mark↗
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Results for “surrogate model”
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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Surrogate Modeling of Spatially Heterogeneous Source Terms for Probabilistic Assessment of Repository Performance.
Abstract not provided.
Mariner, Paul↗
Evaluation of Time-step Frequency on Prediction Accuracy Applied to Deep Learning Neural Network Surrogate Models for CO2 Storage
This PowerPoint presentation was presented virtually at the American Geophysical Union (AGU) Fall Meeting 2020.
Vikara, Derek↗
Quantifying the effect of multiple demand response actions on electricity demand and building services via surrogate modeling
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Luo, Na↗
Accelerating phase-field based predictions via surrogate models trained by machine learning methods.
Abstract not provided.
Dingreville, Remi Philippe Michel↗
Accelerating phase-field based predictions via surrogate models trained by machine learning methods.
Abstract not provided.
Dingreville, Remi Philippe Michel↗
Accelerating phase-field based predictions: A case study with surrogate models trained using machine learning methods.
Abstract not provided.
Dingreville, Remi Philippe Michel↗
Surrogate Modeling of Criticality Experiments with Mixed Qualitative and Quantitative Factors
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Nuclear science and engineering, Energy, Mathemati↗
APPLICATION OF DEEP LEARNING NETWORKS TO SURROGATE MODELLING OF CRUD DEPOSITION
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Andersen, Brian↗
Nonlinear Regression for Accurate and Efficient Surrogate Models of Materials.
Abstract not provided.
Logarzo, Hernan↗
GP and PCE surrogate models for estimation of sensitivity indices.
Abstract not provided.
Swiler, Laura Painton↗
Subgrid-scale surrogate modeling of idealized atmospheric flows: A deep learned approach using high-resolution simulation data
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Gopalakrishnan Meena, Murali↗
Generalization of ML-Based Surrogate Models to Dynamic Injection Schedules using Transfer Learning
For presentation at the FECM/ NETL Carbon Management Project Review Meeting, Pittsburgh, PA, August 28-September 1, 2023.
Riedl, Michael↗
Physics-Informed Multi-Output Surrogate Modeling of Fusion Simulations.
Abstract not provided.
Maupin, Kathryn↗
6DOF CFD Surrogate Models Compared to Axisymmetric Missile Concept From Mach 0.60 to 3.95.
Abstract not provided.
Dreyer, Emily↗
Robust Assessment of Surrogate Model Credibility
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Fathi, Nima↗
Surrogate Models for Analyzing Performance Behavior of HPC Applications Using the RAJA Performance Suite
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Computer science↗