College of Engineering: Recent submissions
Now showing items 261-280 of 8514
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CLASSIFICATION OF WALL DEFECTS FOR MAINTENANCE PURPOSES USING IMAGE PROCESSING
( National Technical University of Athens , 2023 , Conference)Stakeholders are increasingly interested in finding efficient methods for regularly surveying and reporting on the state of their building assets, focusing on accuracy, consistency, and ease of use. High-rise buildings can ... -
Blockchain in Civil Engineering, Architecture and Construction Industry: State of the Art, Evolution, Challenges and Opportunities
( Frontiers Media S.A. , 2022 , Article Review)Blockchain is a technology that allows the recording of information in a way that it is difficult or practically impossible to alter, hack, or cheat. It is a new, promising technology, considered by many as a general-purpose ... -
Performance-based seismic assessment of a historical masonry arch bridge: Effect of pulse-like excitations
( Springer , 2023 , Article)Seismic analysis of historical masonry bridges is important for authorities in all countries hosting such cultural heritage assets. The masonry arch bridge investigated in this study was built during the Roman period and ... -
An Open-Source Framework for Modeling RC Shear Walls Using Deep Neural Networks
( Hindawi Limited , 2023 , Article)Reinforced concrete (RC) shear walls macroscopic models are simplified strategies able to simulate the complex nonlinear behavior of RC shear walls to some extent, but their efficacy and robustness are limited. In contrast, ... -
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 ... -
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 ... -
Estimating the in-plane lateral resistance of reinforced log wall employing soft modelling techniques
( IGI Global , 2024 , Book chapter)The popularity of log houses has been on the rise in numerous regions worldwide. In the context of log construction, the stability of log walls is notably influenced by the friction existing between the layers of logs and ... -
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 ... -
Computational methods applied to earthen historical structures
( Frontiers Media SA , 2023 , Article Review)Earthen structures have an important representation among the UNESCO World Heritage List sites as well as among the built environment in general. Unfortunately, earthen heritage structures are also numerous within the ... -
Editorial: Artificial Intelligence-Powered Methodologies and Applications in Earthquake and Structural Engineering
( Frontiers Media S.A. , 2022 , Article)Earthquake disasters have caused enormous casualties and economic losses so far, threatening the social and economic development of humanity. At present, artificial intelligence (AI) is one of the frontiers and central ... -
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 ... -
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 ... -
An alternative approach for measuring the mechanical properties of hybrid concrete through image processing and machine learning
( Elsevier , 2022 , Article)Image processing (IP), artificial neural network (ANN), and adaptive neuro-fuzzy inference system (ANFIS) are innovative techniques in computer science that have been widely used to predict the properties of materials in ... -
Random forest-based algorithms for accurate evaluation of ultimate bending capacity of steel tubes
( Elsevier , 2022 , Article)Despite the existence of methods for estimating the behavior of steel circular tubes subjected to pure bending, analytical models are still restricted due to the problem's complexity and significant nonlinearity. Using the ... -
Industry 5.0 concepts and enabling technologies, towards an enhanced conservation practice: systematic literature review protocol
( F1000 Research Ltd , 2024 , Article)Industry 4.0 has led to digitalization and an increase in industrial activity. However, it has recently been recognized as inadequate for achieving European goals by 2030. Therefore, a novel Industry 5.0 paradigm has emerged ... -
Computing the characteristics of defects in wooden structures using image processing and CNN
( Elsevier , 2024 , Article)Wood, a time-honored construction material prized for its exceptional properties, has been in use for millennia. Its enduring popularity is attributed to its remarkable strength, aesthetic appeal, and favorable environmental ... -
Explainable ensemble learning framework for estimating corrosion rate in suspension bridge main cables
( Elsevier , 2024 , Article)Ensuring the safe operation of suspension bridges is paramount to prevent unwanted events that can cause failures. Therefore, it is crucial to continuously monitor their operational status to uphold safety and reliability ...
