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Additive manufacturing of continuous fiber reinforced polymer composites: Design opportunities and novel applications
The development of additive manufacturing (AM) has revolutionized the fabrication process
of continuous fiber reinforced polymer (CFRP) composites with its outstanding ability to …
of continuous fiber reinforced polymer (CFRP) composites with its outstanding ability to …
A novel hybrid machine learning algorithm for limited and big data modeling with application in industry 4.0
To meet the challenges of manufacturing smart products, the manufacturing plants have
been radically changed to become smart factories underpinned by industry 4.0 …
been radically changed to become smart factories underpinned by industry 4.0 …
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 …
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
The integration of advanced manufacturing processes with ground-breaking Artificial
Intelligence methods continue to provide unprecedented opportunities towards modern …
Intelligence methods continue to provide unprecedented opportunities towards modern …
Research progress of thermal insulation materials used in spacesuits
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 …
thermal insulation in high vacuum environments such as low earth orbit and the lunar …
Applications and challenges of carbon-fibres reinforced composites: a review
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 …
a material that has caught the interest of many industries due to its excellent properties like …
Analysis of microstructure uncertainty propagation in fibrous composites empowered by physics-informed, semi-supervised machine learning
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 …
led to the possibility of predicting important material properties based on their microstructure …
Using redox active molecules to build multilayered architecture on carbon fibers and the effect on adhesion in epoxy composites
Carbon fibres with redox-active surface functionalities have shown potential applications in
environmental remediation, and as burgeoning materials for structural batteries and super …
environmental remediation, and as burgeoning materials for structural batteries and super …
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 …
technology promise to enable the manufacturing industry to respond rapidly to changes in …
Smart manufacturing under limited and heterogeneous data: a sim-to-real transfer learning with convolutional variational autoencoder in thermoforming
Data in advanced manufacturing are often sparse and collected from various sensory
devices in a heterogeneous and multi-modal fashion. Thus, for such intricate input spaces …
devices in a heterogeneous and multi-modal fashion. Thus, for such intricate input spaces …