Data-Driven Closure Modeling in Sparsely Observed Dynamical Systems
Our collaborators at Texas A&M will be presenting this work.
Drennan, Daniel [Texas A&M University]↗
SEARCH · Search NASA
Results for “Data driven”
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.
Data-Driven Methods for Ocean Surface Wave Measurements in the Coastal Arctic Using Submarine Fiber Optic Cables
Presentation to Waves in Sea Environments (WISE) Meeting
Davis, Jacob [University of Washington - Seattle]↗
Minimally Intrusive Data-Driven Approximation of Schur Complement-based Coupling Operators for Heterogeneous Numerical Methods
Explore the source record for details and available documents.
de Castro, Amy Grace [Sandia National Laboratories↗
Overview on Multi-Fidelity Data-Driven Strategies
Explore the source record for details and available documents.
Thatcher, Jacqueline Margaret [Sandia National Lab↗
Data-driven Compact Models for Devices and Circuits: A System Identification Approach for Non-intrusive Reduced Order Modeling of Normal and Radiation Environments in Microelectronics
Explore the source record for details and available documents.
Bochev, Pavel B. [Sandia National Laboratories (SN↗
Development and Validation of a Dynamic Data-Driven Device Compact Model
Explore the source record for details and available documents.
Buchheit, Thomas Edward [Sandia National Laborator↗
Gray box photocurrent models: a data-driven approach for compact radiation modeling
Explore the source record for details and available documents.
Bochev, Pavel B. [Sandia National Laboratories (SN↗
Data-driven plastic anisotropy characterization using crystal plasticity and deep learning models
Explore the source record for details and available documents.
Lim, Hojun [Sandia National Laboratories (SNL-NM),↗
Robust Data-Driven Predictive Run-To-Run Control for Automated Serial Sectioning
Explore the source record for details and available documents.
Oakley, Rhianna Mirasol [Sandia National Laborator↗
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↗
Data-Driven Surrogate Models for Wildfires: Inference and Outer-Loop Analysis
Explore the source record for details and available documents.
Morrow, Zachary Benjamin [Sandia National Laborato↗
Towards Trustworthy Data-Driven Closure Models - Incorporating Input and Output Uncertainties in Neural Networks
Explore the source record for details and available documents.
Smith, Paul Andrew [Sandia National Laboratories (↗
A data-driven quantification of damage evolution cause by voids in polycrystalline materials
This is the presentation I will give at COMPLAS 2025 conference highlighting our latest advancements in integrating deep learning for for quantification of damage.
Montes de Oca Zapiain, David [Sandia National Labo↗
Data-Driven Closure Models (DDCMs)
Explore the source record for details and available documents.
Pabon Cancel, Eric Javier [Sandia National Laborat↗
Towards data-driven construction of transport maps from multifidelity information
Explore the source record for details and available documents.
Davis, Owen Nicholas [Sandia National Laboratories↗
Learning turbulence with machines: data-driven closures and generative models
Explore the source record for details and available documents.
general physics↗
Improving DER Capacity Analysis with Data-Driven Methods
Explore the source record for details and available documents.
Reno, Matthew J. [Sandia National Laboratories (SN↗
Data-Driven Closure Models (DDCMs)
Explore the source record for details and available documents.
Pabon Cancel, Eric Javier [Sandia National Laborat↗