Publications by authors named "N N Tsou"

Quasi van der Waals epitaxy is an approach to constructing the combination of 2D and 3D materials. Here, we quantify and discuss the 2D/3D interface structure and the corresponding features in metal/muscovite systems. High-resolution scanning transmission electron microscopy reveals the atomic arrangement at the interface.

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Background And Objective: Heat generation and associated temperature rise in surgical drilling can cause irreversible tissue damage. It is nearly impossible to provide immediate temperature prediction for a hand-held drilling process since both feed rate and motion vary with time. The objective of this study is to present and test a framework for immediate bone drilling temperature visualization based on a neural network (NN) model and a linear time-invariant (LTI) model.

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Article Synopsis
  • Tissue differentiation in implants is influenced by patient-specific factors like occlusal force and bone properties, necessitating careful design to enhance osseointegration.
  • The study introduces a deep learning network (DLN) that combines U-net, ANN, and random forest models to predict tissue differentiation over 35 days with an 82% accuracy, demonstrating high predictive capability for different tissue types.
  • The robust DLN model can replace complex calculations in implant design, providing valuable insights for improving dental implants.
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Background: Degenerative disc disease is one of the most common ailments severely affecting the quality of life in elderly population. Cervical intervertebral body fusion devices are utilized to provide stability after surgical intervention for cervical pathology. In this study, we design a biomimetic porous spinal cage, and perform mechanical simulations to study its performances following American Society for Testing and Materials International (ASTM) standards before manufacturing to improve design process and decrease cost and consumption of material.

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In this study, tensile and creep deformation of a high-entropy alloy processed by selective laser melting (SLM) has been investigated; hot ductility drop was identified at first, and the loss of ductility at elevated temperature was associated with intergranular fracture. By modifying the grain boundary morphology from straight to serration, the hot ductility drop issue has been resolved successfully. The serrated grain boundary could be achieved by reducing the cooling rate of solution heat treatment, which allowed the coarsening of L1 structured γ' precipitates to interfere with mobile grain boundaries, resulting in undulation of the grain boundary morphology.

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