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Aleksandra Pachalieva

Los Alamos National Laboratory

5H指数
38论文数
91被引数
收录论文 12
发表时间
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From Points to Planes: A Workflow for Converting Three-Dimensional Point Cloud Data Into Discrete Fracture Network Flow and Transport Models从点到平面：将三维点云数据转换为离散裂隙网络流动和运移模型的流程
errWater Resources Research
IF5
err2026-04-17
err0
errOAAI
errCollin R. Sutton; Jeffrey D. Hyman; Aleksandra A. Pachalieva; Christopher Zahasky
err分享
err收藏
Differentiable multiphase flow model for physics-informed machine learning in reservoir pressure management基于物理信息的机器学习在储层压力管理中的可微分多相流模型
errScientific Reports
IF3.9
err2026-02-24
err0
errOAAI
errHarun Ur Rashid; Aleksandra Pachalieva; Daniel O’Malley
err分享
err收藏
Material Fracturing and Failure Simulation Datasets材料断裂与失效模拟数据集
errScientific Data
IF6.9
err2025-12-13
err0
errOAAI
errRyley G. Hill; Kai Gao; Aleksandra Pachalieva; Agnese Marcato; Xiaoyu Wang; Pascal Grosset; Esteban Rougier; Zhou Lei; Javier E. Santos; Vinamra Agrawal; Qinjun Kang; Jeffrey D. Hyman; Abigail Hunter; Christine M. Sweeney; Nathan DeBardeleben; Earl Lawrence; Hari Viswanathan; Daniel O’Malley
err分享
err收藏
Teacher-student training improves the accuracy and efficiency of machine learning interatomic potentials师生训练提高了机器学习原子间势能的准确性和效率。
errDigital Discovery
IF5.6
err2025-08-07
err0
errOAAI
errSakib Matin; Alice E. A. Allen; Emily Shinkle; Aleksandra Pachalieva; Galen T. Craven; Benjamin Nebgen; Justin S. Smith; Richard Messerly; Ying Wai Li; Sergei Tretiak; Kipton Barros; Nicholas Lubbers
err分享
err收藏
Efficient Approximations of Effective Permeability of Fractured Porous Media Using Machine Learning: A Computational Geometry Approach利用机器学习对裂缝性多孔介质有效渗透率进行高效近似：一种计算几何方法
errMathematical Geosciences
IF3.6
err2025-06-13
err0
PREAI
errZhiwei Ma; Aleksandra A. Pachalieva; Matthew R. Sweeney; Bailian Chen; Hari Viswanathan; Jeffrey D. Hyman
err分享
err收藏
Online learning of quadratic manifolds from streaming data for nonlinear dimensionality reduction and nonlinear model reduction基于流数据对二次流形的在线学习，用于非线性降维和非线性模型降维
errPROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3
err2025-05-28
err0
PREAI
errSchwerdtner, Paul; Mohan, Prakash; Pachalieva, Aleksandra; Bessac, Julie; O'Malley, Daniel; Peherstorfer, Benjamin
err分享
err收藏
Characterizing the impact of finite matrix block size on conservative particle transport through three-dimensional fracture networks
errJOURNAL OF HYDROLOGY
IF6.3
err2025-04-01
err0
PREAI
errVolponi, Sabrina N.; Pachalieva, Aleksandra A.; Bolster, Diogo; Sweeney, Matthew R.; Stauffer, Philip H.; Viswanathan, Hari S.; Hyman, Jeffrey D.
err分享
err收藏
Thermodynamic Transferability in Coarse-Grained Force Fields Using Graph Neural Networks使用图神经网络在粗粒度力场中的热力学可传递性
errJOURNAL OF CHEMICAL THEORY AND COMPUTATION
IF5.5
err2024-11-23
err1
errOAAI
errShinkle, Emily; Pachalieva, Aleksandra; Bahl, Riti; Matin, Sakib; Gifford, Brendan; Craven, Galen T.; Lubbers, Nicholas
err分享
err收藏
Computationally efficient and error aware surrogate construction for numerical solutions of subsurface flow through porous media
errADVANCES IN WATER RESOURCES
IF4.2
err2024-11-01
err1
PREAI
errSorokin, Aleksei G.; Pachalieva, Aleksandra; O'Malley, Daniel; Hyman, James M.; Hickernell, Fred J.; Hengartner, Nicolas W.
err分享
err收藏
Predictive scale-bridging simulations through active learning
errSCIENTIFIC REPORTS
IF3.9
err2023-09-27
err1
errOAAI
errKarra, Satish; Mehana, Mohamed; Lubbers, Nicholas; Chen, Yu; Diaw, Abdourahmane; Santos, Javier E.; Pachalieva, Aleksandra; Pavel, Robert S.; Haack, Jeffrey R.; Mckerns, Michael; Junghans, Christoph; Kang, Qinjun; Livescu, Daniel; Germann, Timothy C.; Viswanathan, Hari S.
err分享
err收藏
Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management
errSCIENTIFIC REPORTS
IF3.9
err2022-11-04
err9
errOAAI
errPachalieva, Aleksandra; O'Malley, Daniel; Harp, Dylan Robert; Viswanathan, Hari
err分享
err收藏
Molecular dynamics lattice gas equilibrium distribution function for Lennard-Jones particles
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2021-08-30
err1
errOAAI
errPachalieva, Aleksandra; Wagner, Alexander J.
err分享
err收藏

研究方向

暂时未获取到该数据
合作学者
合作期刊
S
Sergei Tretiak
H 指数: 88 · 论文数: 739
Q
Qinjun Kang
H 指数: 70 · 论文数: 279
J
James M. Hyman
H 指数: 65 · 论文数: 268
T
Timothy C. Germann
H 指数: 57 · 论文数: 446
H
Hari Viswanathan
H 指数: 54 · 论文数: 416
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