Aleksandra Pachalieva
Scholar

Aleksandra Pachalieva

Google Scholar ID: l-fI77gAAAAJ
Los Alamos National Laboratory
Computational Fluid MechanicsMachine Learning
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Citations & Impact
All-time
Citations
102
 
H-index
5
 
i10-index
2
 
Publications
20
 
Co-authors
15
list available
Contact
No contact links provided.
Publications
5 items
Out-of-distribution transfer of PDE foundation models to material dynamics under extreme loading
2026
Cited
0
Differentiable multiphase flow model for physics-informed machine learning in reservoir pressure management
2025
Cited
0
A Foundation Model for Material Fracture Prediction
2025
Cited
0
Ensemble Knowledge Distillation for Machine Learning Interatomic Potentials
2025
Cited
0
Teacher-student training improves accuracy and efficiency of machine learning inter-atomic potentials
2025
Cited
3
Resume (English only)
Co-authors
15 total
Hari Viswanathan
Hari Viswanathan
Senior Scientist, Los Alamos National Laboratory
Daniel O'Malley
Daniel O'Malley
Los Alamos National Laboratory
Co-author 3
Co-author 3
Javier E. Santos
Javier E. Santos
Center for Nonlinear Studies, Los Alamos National Lab
Co-author 5
Co-author 5
Mohamed Mehana
Mohamed Mehana
Los Alamos National Lab
Co-author 7
Co-author 7
Qinjun Kang
Qinjun Kang
Scientist, Los Alamos National Laboratory