Advancing Construction 3D Printing with Predictive Interlayer Bonding Strength: A Stacking Model Paradigm
To enhance the quality stability of 3D printing concrete, this study introduces a novel machine learning (ML) model based on a stacking strategy for the first time. The model aims to predict the interlayer bonding strength (IBS) of 3D printing concrete. The base models incorporate SVR, KNN, and GPR,...
Main Authors: | Dinglue Wu, Qiling Luo, Wujian Long, Shunxian Zhang, Songyuan Geng |
---|---|
Format: | Article |
Language: | English |
Published: |
MDPI AG
2024-02-01
|
Series: | Materials |
Subjects: | |
Online Access: | https://www.mdpi.com/1996-1944/17/5/1033 |
Similar Items
-
Interlayer Bond Strength Testing in 3D-Printed Mineral Materials for Construction Applications
by: Izabela Hager, et al.
Published: (2022-06-01) -
Mechanical anisotropy and interlayer bonding strength of 3D printing geopolymer
by: Guo Xiaolu, et al.
Published: (2022-10-01) -
An Experimental Study on Assessment of Pavement Interlayer Bond Strength
by: Mahabir Panda, et al.
Published: (2013-06-01) -
Interlayer Strength of 3D-Printed Mortar Reinforced by Postinstalled Reinforcement
by: Jihun Park, et al.
Published: (2021-11-01) -
Investigations of Geosynthetic Interlayer Bonding in Asphalt Layers / Badania Połaczen Miedzywarstwowych W Warstwach Asfaltowych Z Geosyntetykiem
by: Zielinski P.
Published: (2011-12-01)