Surface post-treatments for metal additive manufacturing: Progress, challenges, and opportunities
Metal additive manufacturing is a rapidly expanding area owing to its capacity to fabricate
parts of intricate geometries with customized features for a wide range of applications …
parts of intricate geometries with customized features for a wide range of applications …
Fatigue modeling using neural networks: A comprehensive review
Neural network (NN) models have significantly impacted fatigue‐related engineering
communities and are expected to increase rapidly due to the recent advancements in …
communities and are expected to increase rapidly due to the recent advancements in …
Improved tensile strength and fatigue properties of wire-arc additively manufactured 2319 aluminum alloy by surface laser shock peening
Wire-arc additive manufacturing (WAAM) has been extensively studied thanks to its high
material utilization rate and ability to form large-size components. However, due to the …
material utilization rate and ability to form large-size components. However, due to the …
Artificial intelligence in materials modeling and design
In recent decades, the use of artificial intelligence (AI) techniques in the field of materials
modeling has received significant attention owing to their excellent ability to analyze a vast …
modeling has received significant attention owing to their excellent ability to analyze a vast …
Effects of conventional, severe, over, and re-shot peening processes on the fatigue behavior of mild carbon steel
The present study investigates experimentally the effects of different shot peening
treatments, including conventional, severe, over, and re-shot peening on microstructure …
treatments, including conventional, severe, over, and re-shot peening on microstructure …
Fatigue behavior prediction and analysis of shot peened mild carbon steels
One of the well-known methods of severe plastic deformation (SPD), shot peening is widely
used to improve the mechanical properties and fatigue behavior of metallic materials. The …
used to improve the mechanical properties and fatigue behavior of metallic materials. The …
Prediction of concrete compressive strength using a back-propagation neural network optimized by a genetic algorithm and response surface analysis considering the …
In the present research, the authors have attempted to examine the compressive strength of
conventional concrete, which is made using different aggregate sizes and geometries …
conventional concrete, which is made using different aggregate sizes and geometries …
Surface layer nanocrystallization of carbon steels subjected to severe shot peening: Analysis and optimization
Severe shot peening (SSP) process is widely used for surface nanocrysallization of a bulk
material that demonstrates excellent mechanical properties compared with its coarse …
material that demonstrates excellent mechanical properties compared with its coarse …
Roles of surface coverage increase and re-peening on properties of AISI 1045 carbon steel in conventional and severe shot peening processes
Surface coverage as one of the most effective parameters of shot peening process has
substantial influence on the functionality of the peened component. The aim of this study is …
substantial influence on the functionality of the peened component. The aim of this study is …
Novel GA-Based DNN Architecture for Identifying the Failure Mode with High Accuracy and Analyzing Its Effects on the System
N Rezaeian, R Gurina, OA Saltykova, L Hezla… - Applied Sciences, 2024 - mdpi.com
Symmetric data play an effective role in the risk assessment process, and, therefore,
integrating symmetrical information using Failure Mode and Effects Analysis (FMEA) is …
integrating symmetrical information using Failure Mode and Effects Analysis (FMEA) is …