Scholar
Cosmin Safta
Google Scholar ID: pQ3nO-4AAAAJ
Sandia National Labs
combustion
uncertainty quantification
machine learning
Bayesian inference
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Citations & Impact
All-time
Citations
1,250
H-index
18
i10-index
28
Publications
20
Co-authors
11
list available
Publications
4 items
Numerical Considerations for the Construction of Karhunen-Loève Expansions
2026
Cited
0
Towards Spatio-Temporal Extrapolation of Phase-Field Simulations with Convolution-Only Neural Networks
arXiv.org · 2026
Cited
0
Extrapolating Phase-Field Simulations in Space and Time with Purely Convolutional Architectures
2025
Cited
0
Uncertainty quantification of neural network models of evolving processes via Langevin sampling
2025
Cited
0
Co-authors
5 total
Habib Najm
Sandia National Laboratories
Khachik Sargsyan
Sandia National Laboratories
Jaideep Ray
Sandia National Laboratories
Daniel Ricciuto
Oak Ridge National Laboratory
Omar Knio
King Abdullah University of Science and Technology
