Additive manufacturing of continuous fiber reinforced polymer composites: Design opportunities and novel applications

G Liu, Y Xiong, L Zhou - Composites Communications, 2021 - Elsevier
The development of additive manufacturing (AM) has revolutionized the fabrication process
of continuous fiber reinforced polymer (CFRP) composites with its outstanding ability to …

Research progress of thermal insulation materials used in spacesuits

Z Han, Y Song, J Wang, S Li, D Pan, C Liu… - ES Energy & …, 2023 - espublisher.com
At present, multi-layer thermal insulation components are the most ideal materials for
thermal insulation in high vacuum environments such as low earth orbit and the lunar …

Core–shell activated carbon-ZIF-8 nanomaterials for the removal of tetracycline from polluted aqueous solution

SAR Ahmadi, MR Kalaee, O Moradi… - … Composites and Hybrid …, 2021 - Springer
Herein, the synthesis of activated carbon (AC)–zeolitic imidazolate framework (ZIF)
composite (ACZ) with different amounts of AC was performed to investigate the adsorption of …

Making costly manufacturing smart with transfer learning under limited data: A case study on composites autoclave processing

M Ramezankhani, B Crawford, A Narayan… - Journal of Manufacturing …, 2021 - Elsevier
The integration of advanced manufacturing processes with ground-breaking Artificial
Intelligence methods continue to provide unprecedented opportunities towards modern …

A novel hybrid machine learning algorithm for limited and big data modeling with application in industry 4.0

H Khayyam, A Jamali, A Bab-Hadiashar, T Esch… - IEEE …, 2020 - ieeexplore.ieee.org
To meet the challenges of manufacturing smart products, the manufacturing plants have
been radically changed to become smart factories underpinned by industry 4.0 …

Applications and challenges of carbon-fibres reinforced composites: a review

MK Gupta, V Singhal, NS Rajput - 2022 - catalog.lib.kyushu-u.ac.jp
Carbon-fiber reinforced polymers (CFRPs) or Carbon-fiber reinforced plastics composites is
a material that has caught the interest of many industries due to its excellent properties like …

An active transfer learning (ATL) framework for smart manufacturing with limited data: case study on material transfer in composites processing

M Ramezankhani, A Narayan… - 2021 4th IEEE …, 2021 - ieeexplore.ieee.org
Unprecedented advances in Machine Learning (ML), cloud computing and sensory
technology promise to enable the manufacturing industry to respond rapidly to changes in …

Using redox active molecules to build multilayered architecture on carbon fibers and the effect on adhesion in epoxy composites

MK Stanfield, DJ Eyckens, J Médard, P Decorse… - … Science and Technology, 2021 - Elsevier
Carbon fibres with redox-active surface functionalities have shown potential applications in
environmental remediation, and as burgeoning materials for structural batteries and super …

Analysis of microstructure uncertainty propagation in fibrous composites empowered by physics-informed, semi-supervised machine learning

Q Zhou, RS Enos, K Zhou, H Sun, D Zhang… - Computational Materials …, 2025 - Elsevier
The advancements in multi-scale computational analysis of fiber reinforced composites have
led to the possibility of predicting important material properties based on their microstructure …

Investigation of a sparse autoencoder-based feature transfer learning framework for hydrogen monitoring using microfluidic olfaction detectors

H Mirzaei, M Ramezankhani, E Earl, N Tasnim… - Sensors, 2022 - mdpi.com
Alternative fuel sources, such as hydrogen-enriched natural gas (HENG), are highly sought
after by governments globally for lowering carbon emissions. Consequently, the recognition …