Pachalieva, Aleksandra

1. Coarse-grained methanol trajectory
   2024/06/17 by Emily Shinkle, Shinkle, Emily, Aleksandra Pachalieva +11 · 2 citations
   Materials Science · #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
2. Online learning of quadratic manifolds from streaming data for nonlinear dimensionality reduction and nonlinear model reduction
   2024/09/04 by Schwerdtner, Paul, Mohan, Prakash, Pachalieva, Aleksandra +3 · 1 citation
   #62H25 #65F30 #65F55 #68T09 #FOS: Mathematics #Numerical Analysis (math.NA)
3. Computationally Efficient and Error Aware Surrogate Construction for Numerical Solutions of Subsurface Flow Through Porous Media
   2023/10/20 by Sorokin, Aleksei G., Pachalieva, Aleksandra, O'Malley, Daniel +3 · 1 citation
   #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA)
4. Developing a Foundation Model for Predicting Material Failure
   2024/11/13 by Marcato, Agnese, Santos, Javier E., Pachalieva, Aleksandra +10 · 1 citation
   #FOS: Physical sciences #Geophysics (physics.geo-ph)
5. Physics-informed machine learning with differentiable programming for heterogeneous underground reservoir pressure management
   2022/06/21 by Pachalieva, Aleksandra, O'Malley, Daniel, Harp, Dylan Robert +1 · 1 citation
   #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Geophysics (physics.geo-ph) #Machine Learning (cs.LG)