Optimizing and hyper-tuning machine learning models for the water absorption of eggshell and glass-based cementitious composite

Xiqiao Xia

doi:10.1371/journal.pone.0296494

Loading metrics

Open Access

Peer-reviewed

Research Article

Optimizing and hyper-tuning machine learning models for the water absorption of eggshell and glass-based cementitious composite

Xiqiao Xia

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

* E-mail: xiaxiqiao879@126.com, xx2364@columbia.edu

Affiliations College of Mathematics, Sichuan University, Chengdu, Sichuan, China, Teachers College, Columbia University, New York, New York, United States of America

https://orcid.org/0009-0006-7605-6731

⨯

Optimizing and hyper-tuning machine learning models for the water absorption of eggshell and glass-based cementitious composite

Xiqiao Xia

Published: January 2, 2024
https://doi.org/10.1371/journal.pone.0296494

About the Authors

Xiqiao Xia

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Writing – original draft, Writing – review & editing

* E-mail: xiaxiqiao879@126.com, xx2364@columbia.edu

Affiliations College of Mathematics, Sichuan University, Chengdu, Sichuan, China, Teachers College, Columbia University, New York, New York, United States of America

https://orcid.org/0009-0006-7605-6731

Competing Interests

The authors have declared that no competing interests exist.

Subject Areas
?

For more information about PLOS Subject Areas, click here.
We want your feedback. Do these Subject Areas make sense for this article? Click the target next to the incorrect Subject Area and let us know. Thanks for your help!

Cements
Is the Subject Area "Cements" applicable to this article?

Thanks for your feedback.
Eggs
Is the Subject Area "Eggs" applicable to this article?

Thanks for your feedback.
Glass
Is the Subject Area "Glass" applicable to this article?

Thanks for your feedback.
Forecasting
Is the Subject Area "Forecasting" applicable to this article?

Thanks for your feedback.
Chicken eggs
Is the Subject Area "Chicken eggs" applicable to this article?

Thanks for your feedback.
Machine learning
Is the Subject Area "Machine learning" applicable to this article?

Thanks for your feedback.
Powders
Is the Subject Area "Powders" applicable to this article?

Thanks for your feedback.
Raw materials
Is the Subject Area "Raw materials" applicable to this article?

Thanks for your feedback.