Anthony Gruber
Scholar

Anthony Gruber

Google Scholar ID: CJVuqfoAAAAJ
Senior Member of Technical Staff, Sandia National Laboratories
differential geometrymodel reductionscientific machine learninggeometric mechanics
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Citations & Impact
All-time
Citations
338
 
H-index
11
 
i10-index
14
 
Publications
20
 
Co-authors
33
list available
Contact
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Publications
8 items
NN-OpInf: an operator inference approach using structure-preserving composable neural networks
2026
Cited
0
Domain-Decomposed Graph Neural Network Surrogate Modeling for Ice Sheets
2025
Cited
0
Hybrid coupling with operator inference and the overlapping Schwarz alternating method
2025
Cited
0
Interpreting Transformer Architectures as Implicit Multinomial Regression
2025
Cited
0
Meta-learning Structure-Preserving Dynamics
2025
Cited
0
Thermodynamically Consistent Latent Dynamics Identification for Parametric Systems
2025
Cited
0
Understanding and Mitigating Membership Inference Risks of Neural Ordinary Differential Equations
2025
Cited
0
Efficiently Parameterized Neural Metriplectic Systems
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
33 total
Lili Ju
Lili Ju
Professor of Mathematics, University of South Carolina
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Kookjin Lee
Kookjin Lee
Arizona State University
Irina Tezaur (f.k.a. Irina Kalashnikova)
Irina Tezaur (f.k.a. Irina Kalashnikova)
Distinguished Member of Technical Staff, Quantitative Modeling & Software Engineering Department
Co-author 7
Co-author 7
Nathaniel Trask
Nathaniel Trask
University of Pennsylvania