Innovative multiscale analysis of environmental effects on fracture properties in amorphous alumina ceramics

J Chang, Z Chen, JD Hogan - Engineering Fracture Mechanics, 2025 - Elsevier
Understanding the relationships between environmental parameters (temperature, loading
rate, and local porosity) and fracture properties is crucial for designing robust engineering …

Intelligent prediction of Si3N4 ceramic strength considering inherent defect characteristics

A Wang, H He, W Xiong, S Wang, J Liu, H Xie… - Journal of the European …, 2025 - Elsevier
The complex, randomly distributed pores in ceramics cause significant variability in fracture
strength, limiting reliable applications. This study proposes an intelligent method for …

Design optimization of a flexure spring used in small-sized ultra-precise optical instrument

J Kim, DC Lee, HS Kim - Heliyon, 2023 - cell.com
Small-sized ultra-precise optical devices require compact compliant ortho-planar springs
(COPS) aka. flexure springs, for precise, frictionless linear motion which depends highly on …

Comparing quantum machine learning and classical machine learning for in vitro regeneration of cowpea (Vigna unguiculata)

R Katırcı, M Aasim, G Deveci, Z Mustafa - Plant Cell, Tissue and Organ …, 2024 - Springer
Plant biotechnology is a key component of plant breeding which employs biotechnological
tools like plant tissue culture for genetic engineering, genome editing, or other techniques. In …

FEM and machine learning aided modelling of compressive deformation anisotropy in pressure-less sintered Cu-15Ni-8Sn alloy

T Kamal, A Upadhyaya - Materialia, 2024 - Elsevier
Pressure-less sintering integrated forging is an effective method for densification
enhancement of powder metallurgy (PM) processed Cu-15Ni-8Sn alloy. Nevertheless …

[PDF][PDF] PREDICTING ALUMINA COMPOSITES'MECHANICAL CHARACTERISTICS USING A MACHINE LEARNING APPROACH

A Kumar, AD Thimmappa, R Kumar… - Proceedings on …, 2024 - pesjournal.net
Obtaining the requisite properties in alloys is crucial problem in the production of aluminium
components, requiring great deal of time and effort for investigation and experimentation. In …

Impacto dos Parâmetros de Fabrico na Densidade Relativa de Cerâmicos Técnicos: Uma Análise Via áRvores de Regressão

ASL Carvalho - 2023 - search.proquest.com
A densidade relativa (RD) dos cerâmicos pode depender de várias condições
experimentais, tais como a composição do material e os processos utilizados (processos de …