Machine learning studies for magnetic compositionally complex alloys: A critical review
Soft magnetic alloys play a critical role in power conversion, magnetic sensing, magnetic
storage and electric actuating, which are fundamental components of modern technological …
storage and electric actuating, which are fundamental components of modern technological …
[HTML][HTML] Machine learning assisted design and preparation of Fe85Si2B8. 5P3. 5C1 amorphous/nanocrystalline alloy with high Bs and low Hc
S Tang, R Sun, Y He, G Liu, R Wang, Y Liu, C Tang - Materials & Design, 2024 - Elsevier
Four machine learning (ML) models including eXtreme Gradient boosting (XGBT), k-Nearest
Neighbor (kNN), Gradient Boosting Decision Tree (GBDT) and Artificial Neural Network …
Neighbor (kNN), Gradient Boosting Decision Tree (GBDT) and Artificial Neural Network …
Machine learning-assisted flexible wearable device for tyrosine detection
Q Bao, G Li, W Cheng, Z Yang, Z Qu, J Wei, L Lin - RSC advances, 2023 - pubs.rsc.org
Early diagnosis of pathological markers can significantly shorten the rate of viral
transmission, reduce the probability of infection, and improve the cure rate of diseases …
transmission, reduce the probability of infection, and improve the cure rate of diseases …
Design and characterization of biodegradable Mg− Zn− Ag metallic glasses
In order to develop the Mg− Zn− Ag metallic glasses (MGs) for biodegradable implant
applications, the glass formation ability (GFA) and biocompatibility of Mg− Zn− Ag alloys …
applications, the glass formation ability (GFA) and biocompatibility of Mg− Zn− Ag alloys …
[HTML][HTML] Radiation shielding capacity and machine learning density prediction of boro-bismuth cadmium zinc glasses
B Sreenivas, S kareem Ahmmad, YS Rammah… - Open Ceramics, 2023 - Elsevier
Bismuth borate cadmium zinc glasses were prepared using melt quenching technique for
shielding applications. The glasses had the composition (80-x) B 2 O 3-xBi 2 O 3-10CdO …
shielding applications. The glasses had the composition (80-x) B 2 O 3-xBi 2 O 3-10CdO …
A unified constitutive model of FCC metal in ultrasonic vibration with application to oxygen-free high-thermal conductivity copper
P SONG, M CAO, HU Han, J CHEN, FU Min - Transactions of Nonferrous …, 2024 - Elsevier
ABSTRACT A unified constitutive model is established to predict the plastic flow behavior of
face-centered cubic (FCC) metal in the ultrasonic vibration (UV) assisted forming. The model …
face-centered cubic (FCC) metal in the ultrasonic vibration (UV) assisted forming. The model …
Data-driven machine learning prediction of glass transition temperature and the glass-forming ability of metallic glasses
The limited glass-forming ability (GFA) poses a significant challenge for the practical
applications of metallic glasses (MGs). The development of high-GFA MGs typically involves …
applications of metallic glasses (MGs). The development of high-GFA MGs typically involves …
Efficient property-oriented optimization of magnetic high-entropy metallic glasses via a multi-stage design strategy
High-entropy metallic glasses (HE-MGs) have drawn much attention as promising
multifunctional materials combining the excellent soft magnetic properties of traditional …
multifunctional materials combining the excellent soft magnetic properties of traditional …
Interpretable domain knowledge enhanced machine learning framework on axial capacity prediction of circular cfst columns
D Wang, Z Ren, G Kondo - arxiv preprint arxiv:2402.04405, 2024 - arxiv.org
This study introduces a novel machine learning framework, integrating domain knowledge,
to accurately predict the bearing capacity of CFSTs, bridging the gap between traditional …
to accurately predict the bearing capacity of CFSTs, bridging the gap between traditional …
Generative model-based inverse design of Fe-based metallic glasses with high saturation magnetic flux density
KY Li, LC Liu, LL Shao, J Zhou, HB Ke, MZ Li… - Journal of Alloys and …, 2025 - Elsevier
Fe-based metallic glasses (MGs) have attracted extensive interest owing to the excellent soft
magnetic properties. However, discovering Fe-based MGs with high saturation magnetic flux …
magnetic properties. However, discovering Fe-based MGs with high saturation magnetic flux …