Artificial intelligence techniques in advanced concrete technology: A comprehensive survey on 10 years research trend

R Kazemi - Engineering Reports, 2023 - Wiley Online Library
Advanced concrete technology is the science of efficient, cost‐effective, and safe design in
civil engineering projects. Engineers and concrete designers are generally faced with the …

Analysis and prediction of the effect of Nanosilica on the compressive strength of concrete with different mix proportions and specimen sizes using various numerical …

R Ali, M Muayad, AS Mohammed… - Structural Concrete, 2023 - Wiley Online Library
Introducing nanotechnology in concrete is one of the most significant successes in
enhancing the mechanical properties of concrete. It affects the quality of the microstructure of …

Develo** bearing capacity model for geogrid-reinforced stone columns improved soft clay utilizing MARS-EBS hybrid method

AR Ghanizadeh, A Ghanizadeh, PG Asteris… - Transportation …, 2023 - Elsevier
Because of the complicated geometry and a lack of knowledge about the parameters that
impact it, estimating the ultimate bearing capacity (q rs) of a geogrid-reinforced sandy bed …

[HTML][HTML] Nonlinear finite element and analytical modelling of reinforced concrete filled steel tube columns under axial compression loading

HF Isleem, NDKR Chukka, A Bahrami, S Oyebisi… - Results in …, 2023 - Elsevier
Local buckling of steel and excessive spalling of concrete have necessitated the need for
the evaluation of reinforced concrete columns subjected to axial compression loading. Thus …

Unboxing machine learning models for concrete strength prediction using XAI

S Elhishi, AM Elashry, S El-Metwally - Scientific Reports, 2023 - nature.com
Concrete is a cost-effective construction material widely used in various building
infrastructure projects. High-performance concrete, characterized by strength and durability …

[HTML][HTML] Decision tree models for the estimation of geo-polymer concrete compressive strength

J Zhou, Z Su, S Hosseini, Q Tian, Y Lu… - Mathematical …, 2024 - aimspress.com
The green concretes industry benefits from utilizing gel to replace parts of the cement in
concretes. However, measuring the compressive strength of geo-polymer concretes …

Ensemble XGBoost schemes for improved compressive strength prediction of UHPC

MH Nguyen, TA Nguyen, HB Ly - Structures, 2023 - Elsevier
XGBoost is a promising machine learning method capable of predicting essential concrete
properties and enhancing advanced concrete design. However, its underlying version still …

Prediction of compressive strength of geopolymer concrete landscape design: Application of the novel hybrid RF–GWO–XGBoost algorithm

J Zhang, R Wang, Y Lu, J Huang - Buildings, 2024 - mdpi.com
Landscape geopolymer concrete (GePoCo) with environmentally friendly production
methods not only has a stable structure but can also effectively reduce environmental …

Several tree-based solutions for predicting flyrock distance due to mine blasting

M Yari, DJ Armaghani, C Maraveas, AN Ejlali… - Applied Sciences, 2023 - mdpi.com
Blasting operations involve some undesirable environmental issues that may cause damage
to equipment and surrounding areas. One of them, and probably the most important one, is …

Towards designing durable sculptural elements: Ensemble learning in predicting compressive strength of fiber-reinforced nano-silica modified concrete

R Wang, J Zhang, Y Lu, J Huang - Buildings, 2024 - mdpi.com
Fiber-reinforced nano-silica concrete (FrRNSC) was applied to a concrete sculpture to
address the issue of brittle fracture, and the primary objective of this study was to explore the …