Developing interpretable machine learning-Shapley additive explanations model for unconfined compressive strength of cohesive soils stabilized with geopolymer

AQ Ngo, LQ Nguyen, VQ Tran - PLoS One, 2023 - journals.plos.org
This paper seeks to develop an interpretable Machine Learning (ML) model for predicting
the unconfined compressive strength (UCS) of cohesive soils stabilized with geopolymer at …

Experimental investigation of effect of recycled coarse aggregate properties on the mechanical and durability characteristics of geopolymer concrete

HV Moulya, A Chandrashekhar - Materials Today: Proceedings, 2022 - Elsevier
With the increased population and industries in the global building sector, two major
construction issues must be addressed:(i) Huge construction waste accumulation and (ii) …

Deep neural networks for crack detection inside structures

F Moreh, H Lyu, ZH Rizvi, F Wuttke - Scientific Reports, 2024 - nature.com
Crack detection is a long-standing topic in structural health monitoring. Conventional
damage detection techniques rely on intensive, time-consuming, resource-intensive …

Study of wave propagation in discontinuous and heterogeneous media with the dynamic lattice method

AS Sattari, ZH Rizvi, HDB Aji, F Wuttke - Scientific reports, 2022 - nature.com
The development of a new dynamic lattice element method (dynamicLEM) as well as its
application in the simulation of the propagation of body waves in discontinuous and …

Modelling of stress transfer in root-reinforced soils informed by four-dimensional X-ray computed tomography and digital volume correlation data

DJ Bull, JA Smethurst, GJ Meijer… - … of the Royal …, 2022 - royalsocietypublishing.org
Vegetation enhances soil shearing resistance through water uptake and root reinforcement.
Analytical models for soils reinforced with roots rely on input parameters that are difficult to …

[HTML][HTML] Synthesis and Characterization of Novel Hybrid Wollastonite–Metakaolin-Based Geopolymers

M Alshaaer, AOS Alanazi - Materials, 2024 - mdpi.com
Over the past few decades, researchers have focused on developing new production
methods for geopolymers to improve their properties for use in multiple applications as a …

Strength and stiffness prediction models of expansive clays blended with sawdust ash

SS Alisha, TV Nagaraju, PSR Murty… - IOP Conference …, 2023 - iopscience.iop.org
Strength and stiffness characteristics are major concern for selecting any geomaterial.
However, laboratory testing of these characteristics is time associated, laborious, and high …

Predictive model for soil shrinkage characteristic curve of high plastic soils

CB Gupt, A Prakash, B Hazra… - Geotechnical …, 2022 - asmedigitalcollection.asme.org
Soil shrinkage characteristic curve (SSCC) is the relationship between gravimetric water
content (w) and void ratio for a soil drying under zero external stress. It is mandatory for …

[PDF][PDF] 점토의일차원크리프거동

노경보 - 2024 - oak.ulsan.ac.kr
최근 내륙에서 더 나아가 해저도시나 신공항과 같은 해저에 인프라 건설을 하면서 과거에
응력을 거의 받지 않은 점토의 연약지반 침하 발생에 대한 문제점이 중요시되고 있다. 또한 …