Scholar
Aleksandra Pachalieva
Google Scholar ID: l-fI77gAAAAJ
Los Alamos National Laboratory
Computational Fluid Mechanics
Machine Learning
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Citations & Impact
All-time
Citations
102
H-index
5
i10-index
2
Publications
20
Co-authors
15
list available
Publications
6 items
Physics-informed reservoir characterization from bulk and extreme pressure events with a differentiable simulator
2026
Cited
0
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
Co-authors
8 total
Hari Viswanathan
Senior Scientist, Los Alamos National Laboratory
Daniel O'Malley
Los Alamos National Laboratory
Javier E. Santos
Center for Nonlinear Studies, Los Alamos National Lab
Mohamed Mehana
Los Alamos National Lab
Qinjun Kang
Scientist, Los Alamos National Laboratory
Daniel Livescu
Scientist, Los Alamos National Laboratory
Jeff Haack
Los Alamos National Laboratory
Abdourahmane Diaw
Oak Ridge National Lab
