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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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Fourier neural operators for spatiotemporal dynamics in two-dimensional turbulence
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Neural Operators for Bypassing Gain and Control Computations in PDE Backstepping
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Global-local graph neural operator for real-time analysis of large-scale CO2 storage
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Accelerating Phase Field Simulations for Liquid Metal De-alloying Using Adaptive Fourier Neural Operators and U-Nets
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Physics and Geometry Informed Neural Operator Network - Acoustic simulations of arbitrary-shape scatterers
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Physics-informed neural operator network: Acoustic simulations of arbitrary-shape scatterers
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Accelerating Phase Field Modeling Through Hybrid Simulations using Fourier Neural Operators and UNets
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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
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
Probabilistic Interpretation of Improved Neural Operators for Large-Scale Geological Carbon Storage
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Quantification Of Well Location and Permeability Uncertainties in Geologic CO2 Storage Using Graph Neural Operator Proxies
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Accelerating Phase Field Simulations Through a Hybrid Adaptive Fourier Neural Operator with U-Net Backbone
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Accelerating Phase Field Simulations Using Adaptive Fourier Neural Operators and U-Nets
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Enhancing predictive modeling in subsurface physics: an introduction to the progressive improved neural operator (p-INO) framework
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Integrating Improved Neural Operators and Graph Convolutional Networks for Scalable Geological Carbon Storage Modeling
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Accelerating Phase Field Simulations for Liquid Metal De-alloying Using Adaptive Fourier Neural Operators and U-Nets
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Global-local graph neural operator for real-time analysis of large-scale CO2 storage
Explore the source record for details and available documents.