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↗
SEARCH · Search NASA
Results for “Neural operators”
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.
Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.
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↗
Probabilistic Interpretation of Improved Neural Operators for Large-Scale Geological Carbon Storage
Explore the source record for details and available documents.
Kadeethum, Teeratorn↗
Quantification Of Well Location and Permeability Uncertainties in Geologic CO2 Storage Using Graph Neural Operator Proxies
Explore the source record for details and available documents.
Jha, Birendra↗
Accelerating Phase Field Simulations Through a Hybrid Adaptive Fourier Neural Operator with U-Net Backbone
Explore the source record for details and available documents.
Bonneville, Christophe Pol Andre↗
Accelerating Phase Field Simulations Using Adaptive Fourier Neural Operators and U-Nets
Explore the source record for details and available documents.
Bonneville, Christophe Pol Andre↗
Enhancing predictive modeling in subsurface physics: an introduction to the progressive improved neural operator (p-INO) framework
Explore the source record for details and available documents.
Kadeethum, Teeratorn↗
Integrating Improved Neural Operators and Graph Convolutional Networks for Scalable Geological Carbon Storage Modeling
Explore the source record for details and available documents.
Kadeethum, Teeratorn↗
Accelerating Phase Field Simulations for Liquid Metal De-alloying Using Adaptive Fourier Neural Operators and U-Nets
Explore the source record for details and available documents.
Bonneville, Christophe Pol Andre↗
Global-local graph neural operator for real-time analysis of large-scale CO2 storage
Explore the source record for details and available documents.
Kadeethum, Teeratorn↗
Accelerating Phase Field Simulations Through a Hybrid Adaptive Fourier Neural Operator with U-Net Backbone
Explore the source record for details and available documents.
Bonneville, Christophe Pol Andre↗
Combining U-Net and Neural Operator Models for Accelerating Phase-Field Simulations
Explore the source record for details and available documents.
Safta, Cosmin [Sandia National Laboratories (SNL-C↗
Rethinking Materials Simulations Through Neural Operators
Invited talk at Machine Learning in Chemical and Materials Sciences 2025 [MLCM-25]
Dingreville, Remi Philippe Michel [Sandia National↗
Data-driven Coupled Neural Operator Approach to Model Ice-sheet Dynamics
Explore the source record for details and available documents.
Rodriguez Claudio, Dario Alexander [Sandia Nationa↗
Neural operators for accelerated uncertainty quantification in ice-sheet modeling
Explore the source record for details and available documents.
Perego, Mauro [Sandia National Laboratories (SNL-N↗
Mixture of neural operator experts for learning boundary conditions and model selection
Explore the source record for details and available documents.
Patel, Ravi Ghanshyam [Sandia National Laboratorie↗
Neural operators for accelerating UQ: application to ice-sheet modeling
Explore the source record for details and available documents.
Perego, Mauro [Sandia National Laboratories (SNL-N↗
Clifford Neural Operators on Atmospheric Data Influenced Partial Differential Equations
Explore the source record for details and available documents.
Sujit Roy↗