Machine learning framework for predicting failure mode and shear capacity of ultra high performance concrete beams
This paper presents a data-driven machine learning (ML) framework for predicting failure
mode and shear capacity of Ultra High Performance Concrete (UHPC) beams. To this end, a …
mode and shear capacity of Ultra High Performance Concrete (UHPC) beams. To this end, a …
Prediction of shear strength in UHPC beams using machine learning-based models and SHAP interpretation
To provide more accurate and reliable predictions of the shear strength of ultrahigh-
performance concrete (UHPC) beams, in this study, the machine learning (ML) approaches …
performance concrete (UHPC) beams, in this study, the machine learning (ML) approaches …
Prediction of shear behavior of glass FRP bars-reinforced ultra-highperformance concrete I-shaped beams using machine learning
This study focuses on using various machine learning (ML) models to evaluate the shear
behaviors of ultra-high-performance concrete (UHPC) beams reinforced with glass fiber …
behaviors of ultra-high-performance concrete (UHPC) beams reinforced with glass fiber …
State-of-art: artificial intelligence models era in modeling beam shear strength
The computer aided models have received much attention in the recent years for solving
diverse civil engineering applications. In the current review, the applications of artificial …
diverse civil engineering applications. In the current review, the applications of artificial …
A comparative study on the shear behavior of UHPC beams with macro hooked-end steel fibers and PVA fibers
M Bermudez, KW Wen, CC Hung - Materials, 2022 - mdpi.com
Structural members made of ultra-high-performance concrete (UHPC) have been attractive
to engineers and researchers due to their superior mechanical properties and durability …
to engineers and researchers due to their superior mechanical properties and durability …
[HTML][HTML] Experimental investigation and prediction of shear capacity for UHPC beams
As a novel green material, Ultra-high performance concrete (UHPC) has favourable
application prospects. Currently, the ultimate shear capacity design of UHPC beam is …
application prospects. Currently, the ultimate shear capacity design of UHPC beam is …
Predicting flexural capacity of ultrahigh-performance concrete beams: machine learning–based approach
Despite ongoing research efforts aimed at understanding the structural response of ultrahigh-
performance concrete (UHPC) beams, there are very limited provisions for structural design …
performance concrete (UHPC) beams, there are very limited provisions for structural design …
Verification of the shear resistance of UHPFRC beams–Design method for the German DAfStb Guideline and database evaluation
K Metje, T Leutbecher - Engineering Structures, 2023 - Elsevier
This contribution focuses on the verification of the shear resistance of Ultra-High
Performance Fiber-Reinforced Concrete (UHPFRC) beams. A verification method following …
Performance Fiber-Reinforced Concrete (UHPFRC) beams. A verification method following …
Experimental study of depth-dependent flexural behavior of plain and bar-reinforced ultra-high-performance hybrid fiber-reinforced concrete
The popularity of ultra-high-performance fiber-reinforced concrete (UHFRC) is increasing
due to its superior strength and durability. Despite the potential, its implementation is limited …
due to its superior strength and durability. Despite the potential, its implementation is limited …
Shear Strength of Ultra-High-Performance Concrete Beams without Stirrups—A Review Based on a Database
Y Huang, G Yao - Buildings, 2024 - mdpi.com
This paper presents a comprehensive study on ultra-high-performance concrete (UHPC)
beams without stirrups, where the test data of 487 beams were collected, and an …
beams without stirrups, where the test data of 487 beams were collected, and an …