Improvement of aerogel-incorporated concrete by incorporating polyvinyl alcohol fiber: Mechanical strength and thermal insulation

F Han, Y Lv, T Liang, X Kong, H Mei, S Wang - Construction and Building …, 2024 - Elsevier
Aerogel incorporated concrete (AIC) effectively improves its thermal insulation performance.
However, the potential mechanical strength degradation in AIC limits its further promotion …

[HTML][HTML] Machine Learning in Computational Design and Optimization of Disordered Nanoporous Materials

A Vishnyakov - Materials, 2025 - mdpi.com
This review analyzes the current practices in the data-driven characterization, design and
optimization of disordered nanoporous materials with pore sizes ranging from angstroms …

Micromechanics of Thermal Conductive Composites: Review, Developments and Applications

G Wang, Y Huang, M Gao, Q Chen - Acta Mechanica Solida Sinica, 2024 - Springer
Micromechanics investigations of composites with fiber-shaped reinforcement are
extensively applied in the engineering design and theoretical analysis of thermal …

[HTML][HTML] Machine learning-assisted characterization of the thermal conductivity of cement-based grouts for borehole heat exchangers

J Zhao, C Fan, G Huang, Y Guo… - … and Building Materials, 2024 - Elsevier
This research utilized machine learning (ML) techniques to forecast the thermal conductivity
(TC) of cement-based grouts for borehole heat exchangers. Nine commonly used ML …

Enhancing Thermal Conductivity And Fire Resistance Of Polycotton Via Silica And Titanate Xerogel Coatings: A Comparative Study

M ASSAL, M EL WAZNA, M EL BOUCHTI… - 2024 - researchsquare.com
Titanate and silicate xerogels have garnered considerable attention in the realm of thermal
insulation due to their outstanding attributes, encompassing thermal conductivity and fire …

Research on Predicting Compressive Strength of Aeolian Sand Concrete Based on Machine Learning

Q Fu, Y Chen, W Zheng - Available at SSRN 4844379 - papers.ssrn.com
Abstract In this study, Machine Learning (ML) techniques were utilized to develop a
predictive model for the compressive strength of Aeolian Sand Concrete (ASC). An analysis …