Artificial intelligence in material engineering: A review on applications of artificial intelligence in material engineering

L Goswami, MK Deka, M Roy - Advanced Engineering …, 2023 - Wiley Online Library
The role of artificial intelligence (AI) in material science and engineering (MSE) is becoming
increasingly important as AI technology advances. The development of high‐performance …

Focused ion beam-scanning electron microscopy provides novel insights of drug delivery phenomena

T Faber, JT McConville, A Lamprecht - Journal of Controlled Release, 2024 - Elsevier
Scanning electron microscopy (SEM) has long been a standard tool for morphological
analyses, providing sub micrometer resolution of pharmaceutical formulations. However …

Characterization of the pore structure in Chinese anthracite coal using FIB-SEM tomography and deep learning-based segmentation

J Zang, J Liu, J He, X Zhang - Energy, 2023 - Elsevier
Coalbed methane (CBM) is an unconventional natural gas that possesses significant
impacts on energy supply, mining safety, and environmental conservation. CBM is primarily …

Quantitative analysis of printed nanostructured networks using high-resolution 3D FIB-SEM nanotomography

C Gabbett, L Doolan, K Synnatschke, L Gambini… - Nature …, 2024 - nature.com
Networks of solution-processed nanomaterials are becoming increasingly important across
applications in electronics, sensing and energy storage/generation. Although the physical …

Engineering Conductive Hydrogels with Tissue‐like Properties: A 3D Bioprinting and Enzymatic Polymerization Approach

C Li, S Naeimipour, F Rasti Boroojeni… - Small …, 2024 - Wiley Online Library
Hydrogels are promising materials for medical devices interfacing with neural tissues due to
their similar mechanical properties. Traditional hydrogel‐based bio‐interfaces lack sufficient …

Classification of FIB/SEM-tomography images for highly porous multiphase materials using random forest classifiers

M Osenberg, A Hilger, M Neumann, A Wagner… - Journal of Power …, 2023 - Elsevier
FIB/SEM tomography represents an indispensable tool for the characterization of three-
dimensional nanostructures in battery research and many other fields. However, contrast …

Deep reinforcement learning for microstructural optimisation of silica aerogels

P Pandit, R Abdusalamov, M Itskov, A Rege - Scientific Reports, 2024 - nature.com
Silica aerogels are being extensively studied for aerospace and transportation applications
due to their diverse multifunctional properties. While their microstructural features dictate …

Machine-learning-assisted segmentation of focused ion beam-scanning electron microscopy images with artifacts for improved void-space characterization of tight …

A Kazak, K Simonov, V Kulikov - SPE Journal, 2021 - onepetro.org
The modern focused ion beam-scanning electron microscopy (FIB-SEM) allows imaging of
nanoporous tight reservoir-rock samples in 3D at a resolution up to 3 nm/voxel. Correct …

Formation and characterization of konjac glucomannan/ethyl cellulose films by using ethanol and water as the solvents

K Wu, X Yan, D Zhu, Y Tao, Y Zeng, X Li, W Sun… - International Journal of …, 2023 - Elsevier
Hydrophilic konjac glucomannan (KGM)/hydrophobic ethyl cellulose (EC) film was prepared
in the ethanol/water environment. The film-forming solution and film properties were both …

Reconstructing porous structures from FIB-SEM image data: Optimizing sampling scheme and image processing

D Roldán, C Redenbach, K Schladitz, M Klingele… - Ultramicroscopy, 2021 - Elsevier
Nano-porous materials can be imaged spatially by focused ion beam scanning electron
microscopy (FIB-SEM). This method generates a stack of SEM images that has to be …