Reconstruction, optimization, and design of heterogeneous materials and media: basic principles, computational algorithms, and applications
From MaRDI portal
Publication:2064257
DOI10.1016/j.physrep.2021.09.003zbMath1484.82058OpenAlexW3206166119MaRDI QIDQ2064257
Muhammad Sahimi, Pejman Tahmasebi
Publication date: 5 January 2022
Published in: Physics Reports (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.physrep.2021.09.003
Applications of statistics in engineering and industry; control charts (62P30) Research exposition (monographs, survey articles) pertaining to statistical mechanics (82-02) Mathematical programming (90Cxx) Numerical methods in optimal control (49Mxx) Numerical methods for mathematical programming, optimization and variational techniques (65Kxx) Basic methods in statistical mechanics (82M99) Statistical mechanics in condensed matter (general) (82D03) Stochastic analysis in statistical mechanics (82M60)
Related Items (2)
Two-stage 2D-to-3d reconstruction of realistic microstructures: implementation and numerical validation by effective properties ⋮ Stochastic (re)constructions of non-stationary material structures: using ensemble averaged correlation functions and non-uniform phase distributions
Uses Software
Cites Work
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Unnamed Item
- Optimization by Simulated Annealing
- A Mathematical Theory of Communication
- Indicator simulation accounting for multiple-point statistics
- An improved parallel multiple-point algorithm using a list approach
- Upscaling of the permeability by multiscale wavelet transformations and simulation of multiphase flows in heterogeneous porous media
- Solving speed and memory issues in multiple-point statistics simulation program SNESIM
- Using multiple grids in Markov mesh facies modeling
- High-order statistics of spatial random fields: Exploring spatial cumulants for modeling complex non-Gaussian and non-linear phenomena
- Filter-based classification of training image patterns for spatial simulation
- GPU-accelerated 3D reconstruction of porous media using multiple-point statistics
- Multiple-point simulations constrained by continuous auxiliary data
- Reconstruction of incomplete data sets or images using direct sampling
- Hierarchical annealing for synthesis of binary images
- Two-dimensional conditional simulations based on the wavelet decomposition of training images
- Multicomponent composites, electrical networks and new types of continued fraction. I
- Generating optimal topologies in structural design using a homogenization method
- New optimization heuristics. The great deluge algorithm and the record- to-record travel
- StyleGAN
- GANSim
- Differential evolution -- a simple and efficient heuristic for global optimization over continuous spaces
- Heterogeneous materials. I: Linear transport and optical properties
- Heterogeneous materials. II: Nonlinear and breakdown properties and atomistic modeling
- Placement by thermodynamic simulated annealing
- Porous structure reconstruction using convolutional neural networks
- A comprehensive survey on particle swarm optimization algorithm and its applications
- 3D numerical reconstruction of well-connected porous structure of rock using fractal algorithms
- Optimal design of hydraulic fracturing in porous media using the phase field fracture model coupled with genetic algorithm
- Fast and interactive editing tools for spatial models
- Which path to choose in sequential Gaussian simulation
- Properties and limitations of sequential indicator simulation
- Multiresolution wavelet coarsening and analysis of transport in heterogeneous media
- Conditional simulation of complex geological structures using multiple-point statistics
- Genetic algorithms: Principles and perpectives. A guide to GA theory
- An end-to-end three-dimensional reconstruction framework of porous media from a single two-dimensional image based on deep learning
- Geological facies modeling based on progressive growing of generative adversarial networks (GANs)
- GANSim: conditional facies simulation using an improved progressive growing of generative adversarial networks (GANs)
- U-net generative adversarial network for subsurface facies modeling
- Stochastic seismic waveform inversion using generative adversarial networks as a geological prior
- A powerful and efficient algorithm for numerical function optimization: artificial bee colony (ABC) algorithm
- Genetic algorithm optimization of phononic bandgap structures
- Quantum annealing and related optimization methods
- Uncertainty quantification for porous media flows
- State estimation with fluid dynamical evolution models in process tomography - an application to impedance tomography
- Quantum versus classical annealing of Ising spin glasses
- Colloquium: Quantum annealing and analog quantum computation
- ANALYSIS AND SIMULATION OF LONG-RANGE CORRELATIONS IN CURVED SPACE
- A random field model for generating synthetic microstructures of functionally graded materials
- Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
- A new approach to the maximum-flow problem
- Combining geostatistics and Kalman filtering for data assimilation in an estuarine system
- A comparison of simulated annealing cooling strategies
- Stochastic Tunneling Approach for Global Minimization of Complex Potential Energy Landscapes
- Parallel tempering strategies for model-based landmark detection on shapes
- Machine-learning-based spatio-temporal super resolution reconstruction of turbulent flows
- Higher Order Models using Entropy, Markov Random Fields and Sequential Simulation
- Integrating Multiple-point Statistics into Sequential Simulation Algorithms
- Flow in simulated porous media
- Flow and Transport in Porous Media and Fractured Rock
- Preconditioning Markov Chain Monte Carlo Simulations Using Coarse-Scale Models
- Reconstruction of two-dimensional buried objects by a differential evolution method
- Mathematical Analysis of Random Noise
- Mathematical Analysis of Random Noise
- Random heterogeneous materials. Microstructure and macroscopic properties
- Stochastic simulation of patterns using distance-based pattern modeling
- High-order stochastic simulation of complex spatially Distributed natural phenomena
- MCMC methods for functions: modifying old algorithms to make them faster
This page was built for publication: Reconstruction, optimization, and design of heterogeneous materials and media: basic principles, computational algorithms, and applications
