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Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences
|
August 30, 2021
Molecular dynamics lattice gas equilibrium distribution function for Lennard-Jones particles
Aleksandra Pachalieva, Alexander J Wagner
Physical Review. E
|
December 17, 2020
Non-Gaussian distribution of displacements for Lennard-Jones particles in equilibrium
Aleksandra Pachalieva, Alexander J Wagner
Scientific Reports
|
February 23, 2026
Differentiable multiphase flow model for physics-informed machine learning in reservoir pressure management
Harun Ur Rashid, Aleksandra Pachalieva, Daniel O'Malley
Scientific Reports
|
November 5, 2022
Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management
Aleksandra Pachalieva, Daniel O'Malley, Dylan Robert Harp, et al.
The Journal of Chemical Physics
|
April 28, 2026
Knowledge distillation of noisy force labels for improved coarse-grained force fields
Feranmi V Olowookere, Sakib Matin, Aleksandra Pachalieva, et al.
Journal of Chemical Theory and Computation
|
November 23, 2024
Thermodynamic Transferability in Coarse-Grained Force Fields Using Graph Neural Networks
Emily Shinkle, Aleksandra Pachalieva, Riti Bahl, et al.
Scientific Reports
|
September 27, 2023
Predictive scale-bridging simulations through active learning
Satish Karra, Mohamed Mehana, Nicholas Lubbers, et al.
Scientific Data
|
December 13, 2025
Material Fracturing and Failure Simulation Datasets
Ryley G Hill, Kai Gao, Aleksandra Pachalieva, et al.
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Search research articles
Search
Showing results (1-10 of 8) with videos related to
Sort By:
Page
of 1
Philosophical Transactions. Series A, Mathematical, Physical, and Engineering Sciences
|
August 30, 2021
Molecular dynamics lattice gas equilibrium distribution function for Lennard-Jones particles
Aleksandra Pachalieva, Alexander J Wagner
Physical Review. E
|
December 17, 2020
Non-Gaussian distribution of displacements for Lennard-Jones particles in equilibrium
Aleksandra Pachalieva, Alexander J Wagner
Scientific Reports
|
February 23, 2026
Differentiable multiphase flow model for physics-informed machine learning in reservoir pressure management
Harun Ur Rashid, Aleksandra Pachalieva, Daniel O'Malley
Scientific Reports
|
November 5, 2022
Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management
Aleksandra Pachalieva, Daniel O'Malley, Dylan Robert Harp, et al.
The Journal of Chemical Physics
|
April 28, 2026
Knowledge distillation of noisy force labels for improved coarse-grained force fields
Feranmi V Olowookere, Sakib Matin, Aleksandra Pachalieva, et al.
Journal of Chemical Theory and Computation
|
November 23, 2024
Thermodynamic Transferability in Coarse-Grained Force Fields Using Graph Neural Networks
Emily Shinkle, Aleksandra Pachalieva, Riti Bahl, et al.
Scientific Reports
|
September 27, 2023
Predictive scale-bridging simulations through active learning
Satish Karra, Mohamed Mehana, Nicholas Lubbers, et al.
Scientific Data
|
December 13, 2025
Material Fracturing and Failure Simulation Datasets
Ryley G Hill, Kai Gao, Aleksandra Pachalieva, et al.
Page
of 1