College of Engineering: Recent submissions
Now showing items 461-480 of 8733
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Kahramanmaraş-Gaziantep, Türkiye Mw 7.8 Earthquake on 6 February 2023: Strong Ground Motion and Building Response Estimations
( MDPI , 2023 , Article)The effects on structures of the earthquake with the magnitude of 7.8 on the Richter scale (moment magnitude scale) that took place in Pazarcık, Kahramanmaraş, Türkiye at 04:17 a.m. local time (01:17 UTC) on 6 February ... -
Computational intelligence methods in simulation and modeling of structures: A state-of-the-art review using bibliometric maps
( Frontiers Media S.A. , 2022 , Article Review)The modeling and simulation of structural systems is a task that requires high precision and reliable results to ensure the stability and safety of construction projects of all kinds. For many years now, structural engineers ... -
Bridge management through digital twin-based anomaly detection systems: A systematic review
( Frontiers Media S.A. , 2023 , Article Review)Bridge infrastructure has great economic, social, and cultural value. Nevertheless, many of the infrastructural assets are in poor conservation condition as has been recently evidenced by the collapse of several bridges ... -
DNN-MLVEM: A Data-Driven Macromodel for RC Shear Walls Based on Deep Neural Networks
( MDPI , 2023 , Article)This study proposes the DNN-MVLEM, a novel macromodel for the non-linear analysis of RC shear walls based on deep neural networks (DNN); while most RC shear wall macromodeling techniques follow a deterministic approach to ... -
Development of Hybrid Adaptive Neural Fuzzy Inference System-Based Evolutionary Algorithms for Flexural Capacity Prediction in Corroded Steel Reinforced Concrete Beam
( Springer , 2023 , Article)The damages in reinforced concrete (RC) beams due to reinforcement corrosion is a major problem in the RC industry. Accurate prediction of the residual bearing capacity of RC beams can effectively prevent structural failures ... -
Seismic response modification, over-strength, and displacement amplification factors of steel special truss moment frames
( Springer , 2023 , Article)In this paper, the seismic design parameters of steel special truss moment frames (STMFs), including the response modification factor (R), over-strength factor (Ω) and displacement modification factor (Cd) are evaluated ... -
Inverse Transform Sampling for Bibliometric Literature Analysis
( Institute of Electrical and Electronics Engineers Inc. , 2022 , Conference)Scientific literature is prosperously evolving, exhibiting exponential growth in the last decades. For a wide range of scientific thematic areas, it is hard or even impossible for individual researchers to analyze in detail ... -
Preface : Artificial Intelligence and Machine Learning Techniques for Civil Engineering
( IGI Global , 2023 , Other)In recent years, artificial intelligence (AI) has drawn significant attention with respect to its applications in several scientific fields, varying from big data handling to medical diagnosis and more. A tremendous ... -
Predicting the Fundamental Period of Light-Frame Wooden Buildings by Employing Bat Algorithm-Based Artificial Neural Network
( IGI Global , 2023 , Book chapter)The study utilizes an artificial neural network model for determining the fundamental period of Light-Frame Wooden Buildings, employing the Bat algorithm on a data set of 71 measured periods of wooden buildings. The number ... -
Artificial Intelligence and Machine Learning Techniques for Civil Engineering
( IGI Global , 2023 , Book)In recent years, artificial intelligence (AI) has drawn significant attention with respect to its applications in several scientific fields, varying from big data handling to medical diagnosis. A tremendous transformation ... -
Development of a safety performance index assessment tool by using a fuzzy structural equation model for construction sites
( Elsevier , 2017 , Article)The main goal of this study is to propose a safety performance index assessment tool to improve the construction safety. Formulation of the safety performance index of construction sites is achieved upon a validated ... -
An early cost estimation model for hydroelectric power plant projects using neural networks and multiple regression analysis
( Vilnius Gediminas Technical University , 2015 , Article)Energy is increasingly becoming more important in today's world, whereas energy sources are drastically decreasing. One of the most valuable energy sources is hydro energy. Because of limited energy sources and excessive ... -
Enhancing resilience in the liquefied natural gas supply chain: A focus on chemical supply continuity
( Elsevier Ltd , 2024 , Article)As the global demand for liquefied natural gas (LNG) surges, its pivotal role in the economy highlights the imperative of a continuous supply chain. This paper underscores the critical need for a resilient LNG supply chain ... -
The Mosaic of Metaheuristic Algorithms in Structural Optimization
( Springer , 2022 , Article Review)Metaheuristic optimization algorithms (MOAs) represent powerful tools for dealing with multi-modal nonlinear optimization problems. The considerable attention that MOAs have received over the last decade and especially ... -
OpenSeismoMatlab: New Features, Verification and Charting Future Endeavors
( MDPI , 2024 , Article)To facilitate the precise design of earthquake-resistant structures, it is imperative to accurately evaluate the impact of seismic events on these constructions and predict their responses. OpenSeismoMatlab, a robust, free ... -
INVESTIGATION OF PERFORMANCE METRICS IN REGRESSION ANALYSIS AND MACHINE LEARNING-BASED PREDICTION MODELS
( Scipedia S.L. , 2022 , Conference)Performance metrics (Evaluation metrics or error metrics) are crucial components of regression analysis and machine learning-based prediction models. A performance metric can be defined as a logical and mathematical construct ... -
Investigation of the Static Bending Response of FGM Sandwich Plates
( Shahid Chamran University of Ahvaz , 2024 , Article)In the present work, a displacement-based high-order shear deformation theory is introduced for the static response of functionally graded plates. The present theory is variationally consistent and strongly similar to the ... -
ANN-BASED SURROGATE MODEL FOR PREDICTING THE LATERAL LOAD CAPACITY OF RC SHEAR WALLS
( Scipedia S.L. , 2022 , Conference)Reinforced concrete (RC) shear walls are often used as the main lateral-resisting component in the seismic design of buildings. They provide a large percentage of the lateral stiffness of the structure, and therefore, they ... -
VULNERABILITY ASSESSMENT OF CULTURAL HERITAGE STRUCTURES
( Scipedia S.L. , 2022 , Conference)Cultural heritage (CH) assets are the legacy of a society that are inherited from the past generations and can give us lessons for contemporary construction. Not only the formally recognized CH assets but also the non-CH ... -
INVESTIGATING THE IMPACT OF POROSITY DISTRIBUTION AND GRADING PARAMETER ON THE FREE VIBRATION OF FUNCTIONALLY GRADED BEAMS
( National Technical University of Athens , 2023 , Conference)This study focuses on investigating the free vibration of porous functionally graded (FG) beams and the impact of porosity distribution on the properties and performance of materials. To achieve this, the study assumes ...
