Cosmin Safta
Scholar

Cosmin Safta

Google Scholar ID: pQ3nO-4AAAAJ
Sandia National Labs
combustionuncertainty quantificationmachine learningBayesian 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
Contact
No contact links provided.
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
Resume (English only)
Co-authors
11 total
Habib Najm
Habib Najm
Sandia National Laboratories
Khachik Sargsyan
Khachik Sargsyan
Sandia National Laboratories
Jaideep Ray
Jaideep Ray
Sandia National Laboratories
Daniel Ricciuto
Daniel Ricciuto
Oak Ridge National Laboratory
Co-author 5
Co-author 5
Omar Knio
Omar Knio
King Abdullah University of Science and Technology
Co-author 7
Co-author 7
Co-author 8
Co-author 8