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CMAGAN: classifier-aided minority augmentation generative adversarial networks for industrial imbalanced data and its application to fault prediction
Class imbalance is a common characteristic of industrial data that adversely affects industrial data mining because it leads to the biased training...
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Improving RSW nugget diameter prediction method: unleashing the power of multi-fidelity neural networks and transfer learning
This research presents an innovative approach to accurately predict the nugget diameter in resistance spot welding (RSW) by leveraging machine...
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New electromagnetic variable flow device for slab continuous casting mold: mechanical design and magnetic field analysis
Obtaining a reasonable mold flow field for casting slabs with different sections is challenging by solely modifying the nozzle structure and...
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Effect of high laser scanning speed on microstructure and mechanical properties of additively manufactured 316L
Due to its ease of processing, the stainless steel 316L is a widely used material for the laser powder bed fusion (PBF-LB/M) process. Compared to...
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Effect of TPMS reinforcement on the mechanical properties of aluminium–alumina interpenetrating phase composites
Triply Periodic Minimal Surface (TPMS)-based aluminium–alumina Interpenetrating Phase Composites (IPCs) manufactured through the combination of...
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Phase equilibria of Fe3O4–Cr2O3–CaO system: experimental measurements and thermodynamic calculations
Understanding the phase equilibria of the Fe 3 O 4 –Cr 2 O 3 –CaO system is essential for the efficient recycling of stainless steel pickling sludge. The...
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Mechanical properties of high-entropy alloys CoCrFeNiMnWx manufactured by laser powder-bed fusion additive manufacturing using mechanically alloyed plasma spheroidized powders
Additive manufacturing is the manufacture of products with a shape close to a given shape, in which any part with a complex geometry is made by...
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Numerical simulation and experimental validation of microstructure evolution during the upsetting process of a large size martensitic stainless steel forging
The microstructure evolution, plastic deformation, and damage severity during the open die hot forging of a martensitic stainless steel were...
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Surrogate constitutive model using artificial neural networks for the elastoplastic behavior of materials from fused filament fabrication
High-fidelity finite element simulations applied to materials from fused filament fabrication require high computational resources due to the...
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Revealing dislocation activity modes during yielding and uniform deformation of low-temperature tempered steel by acoustic emission
The distinctive distribution of acoustic emission (AE) characteristic parameters generated during tensile testing of low-temperature tempered AISI...
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Modelling of yielding in additively manufactured materials using modified Tsai-Hill criterion
Additive manufacturing, particularly fused filament fabrication or fused deposition modeling, has grown explosively in the past ten years. Studies...
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Effect of MgO on structure and crystallization behavior of CaO–SiO2–Al2O3 inclusions in Si–Mn deoxidized steel
To avoid coarse crystallization of glassy inclusions in Si–Mn deoxidized steel during hot rolling, the effect of MgO on the structure and...
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Inclusion characteristics and acicular ferrite formation
The effect of adding MgO nanoparticles (0%, 0.01%, 0.05%, and 0.10%) on the inclusion and acicular ferrite (AF) formation in 1.8%Ni low carbon...
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Eco-friendly modified engineered cementitious composites: a study on mechanical, durability and microstructure characteristics
This research examined the development of modified engineered cementitious composites (MECC) using manufactured sand (M-sand) and a high content of...
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Berth and yard scheduling optimization for a port with diagonal yard layout
The efficient operation of container ports relies on the coordination of operational problems including berth allocation and container internal...
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Understanding and probing progression of localized corrosion on inner walls of steel pipelines: an overview
Corrosion poses a major threat to the safety of transportation pipelines. Therefore, it is crucial to have an in-depth understanding of corrosion...
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Screw extrusion additive manufacturing of thermoplastic polyolefin elastomer
This study determined the requisite process parameters for good-quality screw extrusion additive manufacturing (AM) of thermoplastic polyolefin (TPO)...
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New insight into the phase changes of gypsum
The phase changes of gypsum were considered to be sufficiently understood for a long time. However, due to the increasing importance of gypsum...
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Balancing picking and outbound loading efficiency in an SBS/RS through a digital twin
Warehouses are essential elements of almost every Supply Chain and have a significant impact on its performance. However, existing research on...
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Influence of cooling rate upon weld metal microstructural evolution behaviors of EH36 shipbuilding steel
Microstructural evolution features have been systematically investigated for the weld metal of EH36 shipbuilding steel under an in situ confocal...
