Marina V. Karsanina

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Predicting porous media permeability tensors with machine learning using correlation functions as structural descriptors2026
• Pore-scale modelling of unsaturated soil flow properties for Haplic Greyzem samples using single-scale XCT images2026
• A sliced-Wasserstein and neural network framework for statistically controllable 3D microstructure reconstruction2026
• Exploring global and local minima for fluid distributions within porous media: more robust and faster computations using combined simulated annealing and phase-field models2025
• Statistically controllable microstructure reconstruction framework for heterogeneous materials using sliced-Wasserstein metric and neural networks2025
• Hierarchical Optimization: Fast and Robust Multiscale Stochastic Reconstructions with Rescaled Correlation Functions2018 · аннотациясвернуть

  Stochastic reconstructions based on universal correlation functions allow obtaining spatial structures based on limited input data or to fuse multiscale images from different sources. Current application of such…

• Finite-difference method Stokes solver (FDMSS) for 3D pore geometries: Software development, validation and case studies2018
• Universal Stochastic Multiscale Image Fusion: An Example Application for Shale Rock2015 · аннотациясвернуть

  Spatial data captured with sensors of different resolution would provide a maximum degree of information if the data were to be merged into a single image representing all scales. We develop a general solution for…