Reconstructing microstructures from statistical descriptors using neural cellular automata
The problem of generating microstructures of complex materials in silico has been
approached from various directions including simulation, Markov, deep learning and …
approached from various directions including simulation, Markov, deep learning and …
A data-driven framework for permeability prediction of natural porous rocks via microstructural characterization and pore-scale simulation
Understanding the microstructure–property relationships of porous media is of great
practical significance, based on which macroscopic physical properties can be directly …
practical significance, based on which macroscopic physical properties can be directly …
Fast reconstruction of microstructures with ellipsoidal inclusions using analytical descriptors
Microstructure reconstruction is an important and emerging aspect of computational
materials engineering and multiscale modeling and simulation. Despite extensive research …
materials engineering and multiscale modeling and simulation. Despite extensive research …
Stochastic reconstruction of heterogeneous microstructure combining sliced Wasserstein distance and gradient optimization
Z Ma, Q Teng, P Yan, X Wu, X He - Acta Materialia, 2024 - Elsevier
Computational reconstruction methods play an important role in integrated computational
materials engineering, providing an efficient and inexpensive way for multi-modal and multi …
materials engineering, providing an efficient and inexpensive way for multi-modal and multi …
On the relevance of descriptor fidelity in microstructure reconstruction
A common strategy for reducing the computational effort of descriptor‐based microstructure
reconstruction in the Yeong–Torquato algorithm lies in restricting the choice of descriptors to …
reconstruction in the Yeong–Torquato algorithm lies in restricting the choice of descriptors to …
[HTML][HTML] Fire-Image-DenseNet (FIDN) for predicting wildfire burnt area using remote sensing data
Predicting the extent of massive wildfires once ignited is essential to reduce the subsequent
socioeconomic losses and environmental damage, but challenging because of the …
socioeconomic losses and environmental damage, but challenging because of the …