[HTML][HTML] Machine learning guided constitutive model and processing map for Fe2Ni2CrAl1. 2 multi-principle element alloys
L Qiao, J Inoue, J Zhu - Journal of Materials Research and Technology, 2024 - Elsevier
The present work provides a systematical investigation on the hot deformation behavior of
Fe2Ni2CrAl1. 2 multi-principle element alloys (MPEAs). Hot compression tests were carried …
Fe2Ni2CrAl1. 2 multi-principle element alloys (MPEAs). Hot compression tests were carried …
Hot deformation behavior analysis of as-cast CoCrFeNi high entropy alloy using Arrhenius-type and artificial neural network models
An as-cast equiatomic CoCrFeNi high entropy alloy was investigated through hot
compression tests conducted at various temperatures ranging from 700 to 1000° C and …
compression tests conducted at various temperatures ranging from 700 to 1000° C and …
[HTML][HTML] Enhancing flow stress predictions in CoCrFeNiV high entropy alloy with conventional and machine learning techniques
A machine learning technique leveraging artificial intelligence (AI) has emerged as a
promising tool for expediting the exploration and design of novel high entropy alloys (HEAs) …
promising tool for expediting the exploration and design of novel high entropy alloys (HEAs) …
[HTML][HTML] Numerical and experimental investigation of the dynamic mechanical behavior of precipitation-strengthed NiCoCrSi0. 3C0. 048 medium-entropy alloy
WT Zhao, Q Wang, D Zhao, JJ Wang, HQ Fang… - Journal of Materials …, 2024 - Elsevier
An extended crystal plasticity model and an optimized neural network are established to
investigate the mechanical behavior of CoCrNiSi 0.3 C 0.048 Medium entropy alloy (MEA) …
investigate the mechanical behavior of CoCrNiSi 0.3 C 0.048 Medium entropy alloy (MEA) …
The improved physically-mechanism constitutive model for a Ni-Mo-Cr-based superalloy with the pre-precipitation of μ phase in hot forming
High-temperature deformation features of the Ni-Mo-Cr-based superalloy with the pre-
precipitation μ phase are researched utilizing thermal compression experiments. For …
precipitation μ phase are researched utilizing thermal compression experiments. For …
[HTML][HTML] BPANN modified constitutive descriptions for flow behavior and softening mechanism in the α+ β phase region of Ti-55511 alloy with equiaxed microstructure
S Shi, J Ge, X Zhang, Q Liu, R Li - Journal of Materials Research and …, 2024 - Elsevier
The deformation behavior of Ti-55511 alloy was investigated by hot compression tests
conducted at deformation temperatures of 993∼ 1113 K and strain rates of 0.001–1 s− 1. To …
conducted at deformation temperatures of 993∼ 1113 K and strain rates of 0.001–1 s− 1. To …
Comparative study on constitutive models of a near β titanium alloy TC18 during thermoplastic deformation based on machine learning
S Ding, S Gao, X Jiang, S Shi, Y Liang - Materials Today Communications, 2025 - Elsevier
The hot deformation behavior of TC18 alloy has been systematically studied at the
temperature of 993–1113 K and strain rate of 0.001–1 s− 1. Based on the stress-strain data …
temperature of 993–1113 K and strain rate of 0.001–1 s− 1. Based on the stress-strain data …
Research on an intelligent assessment method for the physical health of preschool children based on the Artificial Neural Network (ANN) model
This study aims to use the BP neural network model to predict the monthly total number of
reported symptoms in preschool children, thereby achieving early warning for the total …
reported symptoms in preschool children, thereby achieving early warning for the total …