Výsledky vyhľadávania - "Archives of computational methods in engineering"

Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review Autor Gad, Ahmed G.

“…Throughout the centuries, nature has been a source of inspiration, with much still to learn from and discover about. Among many others, Swarm Intelligence…”
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A Survey of Deep Learning and Its Applications: A New Paradigm to Machine Learning Autor Dargan, Shaveta, Kumar, Munish, Ayyagari, Maruthi Rohit, Kumar, Gulshan

“…Nowadays, deep learning is a current and a stimulating field of machine learning. Deep learning is the most effective, supervised, time and cost efficient…”
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Advances in Sparrow Search Algorithm: A Comprehensive Survey Autor Gharehchopogh, Farhad Soleimanian, Namazi, Mohammad, Ebrahimi, Laya, Abdollahzadeh, Benyamin

“…Mathematical programming and meta-heuristics are two types of optimization methods. Meta-heuristic algorithms can identify optimal/near-optimal solutions by…”
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A Systematic Review of the Whale Optimization Algorithm: Theoretical Foundation, Improvements, and Hybridizations Autor Nadimi-Shahraki, Mohammad H., Zamani, Hoda, Asghari Varzaneh, Zahra, Mirjalili, Seyedali

“…Despite the simplicity of the whale optimization algorithm (WOA) and its success in solving some optimization problems, it faces many issues. Thus, WOA has…”
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A Review on Kalman Filter Models Autor Khodarahmi, Masoud, Maihami, Vafa

“…Kalman Filter (KF) that is also known as linear quadratic estimation filter estimates current states of a system through time as recursive using input…”
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Image Fusion Techniques: A Survey: Image Fusion Techniques: A Survey Autor Kaur, Harpreet, Koundal, Deepika, Kadyan, Virender

“…The necessity of image fusion is growing in recently in image processing applications due to the tremendous amount of acquisition systems. Fusion of images is…”
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A Review of Hydraulic Fracturing Simulation Autor Chen, Bin, Barboza, Beatriz Ramos, Sun, Yanan, Bai, Jie, Thomas, Hywel R, Dutko, Martin, Cottrell, Mark, Li, Chenfeng

“…Along with horizontal drilling techniques, multi-stage hydraulic fracturing has improved shale gas production significantly in past decades. In order to…”
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Machine Learning Algorithms in Civil Structural Health Monitoring: A Systematic Review Autor Flah, Majdi, Nunez, Itzel, Ben Chaabene, Wassim, Nehdi, Moncef L.

“…Applications of Machine Learning (ML) algorithms in Structural Health Monitoring (SHM) have become of great interest in recent years owing to their superior…”
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Modeling Strategies for the Computational Analysis of Unreinforced Masonry Structures: Review and Classification Autor D’Altri, Antonio Maria, Sarhosis, Vasilis, Milani, Gabriele, Rots, Jan, Cattari, Serena, Lagomarsino, Sergio, Sacco, Elio, Tralli, Antonio, Castellazzi, Giovanni, de Miranda, Stefano

“…Masonry structures, although classically suitable to withstand gravitational loads, are sensibly vulnerable if subjected to extraordinary actions such as…”
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Self-supervised Learning: A Succinct Review Autor Rani, Veenu, Nabi, Syed Tufael, Kumar, Munish, Mittal, Ajay, Kumar, Krishan

“…Machine learning has made significant advances in the field of image processing. The foundation of this success is supervised learning, which necessitates…”
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Multiscale Modeling Meets Machine Learning: What Can We Learn? Autor Peng, Grace C. Y., Alber, Mark, Buganza Tepole, Adrian, Cannon, William R., De, Suvranu, Dura-Bernal, Savador, Garikipati, Krishna, Karniadakis, George, Lytton, William W., Perdikaris, Paris, Petzold, Linda, Kuhl, Ellen

“…Machine learning is increasingly recognized as a promising technology in the biological, biomedical, and behavioral sciences. There can be no argument that…”
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A Review of Multi-objective Optimization: Methods and Algorithms in Mechanical Engineering Problems Autor Pereira, João Luiz Junho, Oliver, Guilherme Antônio, Francisco, Matheus Brendon, Cunha, Sebastião Simões, Gomes, Guilherme Ferreira

“…The optimization problems that must meet more than one objective are called multi-objective optimization problems and may present several optimal solutions…”
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Integrating BIM and AI for Smart Construction Management: Current Status and Future Directions Autor Pan, Yue, Zhang, Limao

“…At present, building information modeling (BIM) has been developed into a digital backbone of the architecture, engineering, and construction industry. Also,…”
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A Comprehensive Review on Multi-objective Optimization Techniques: Past, Present and Future Autor Sharma, Shubhkirti, Kumar, Vijay

“…Realistic problems typically have many conflicting objectives. Therefore, it is instinctive to look at the engineering problems as multi-objective optimization…”
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A Review on Machine Learning and Deep Learning Perspectives of IDS for IoT: Recent Updates, Security Issues, and Challenges Autor Thakkar, Ankit, Lohiya, Ritika

“…Internet of Things (IoT) is widely accepted technology in both industrial as well as academic field. The objective of IoT is to combine the physical…”
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Fifty Shades of Brain: A Review on the Mechanical Testing and Modeling of Brain Tissue Autor Budday, Silvia, Ovaert, Timothy C., Holzapfel, Gerhard A., Steinmann, Paul, Kuhl, Ellen

“…Brain tissue is not only one of the most important but also the most complex and compliant tissue in the human body. While long underestimated, increasing…”
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25 Years of Particle Swarm Optimization: Flourishing Voyage of Two Decades Autor Nayak, Janmenjoy, Swapnarekha, H., Naik, Bighnaraj, Dhiman, Gaurav, Vimal, S.

“…From the past few decades many nature inspired algorithms have been developed and gaining more popularity because of their effectiveness in solving problems of…”
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Artificial Intelligence in Physical Sciences: Symbolic Regression Trends and Perspectives Autor Angelis, Dimitrios, Sofos, Filippos, Karakasidis, Theodoros E.

“…Symbolic regression (SR) is a machine learning-based regression method based on genetic programming principles that integrates techniques and processes from…”
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Computer Vision Techniques in Construction: A Critical Review Autor Xu, Shuyuan, Wang, Jun, Shou, Wenchi, Ngo, Tuan, Sadick, Abdul-Manan, Wang, Xiangyu

“…Computer vision has been gaining interest in a wide range of research areas in recent years, from medical to industrial robotics. The architecture, engineering…”
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Advances in Computational Intelligence of Polymer Composite Materials: Machine Learning Assisted Modeling, Analysis and Design Autor Sharma, A., Mukhopadhyay, T., Rangappa, S. M., Siengchin, S., Kushvaha, V.

“…The superior multi-functional properties of polymer composites have made them an ideal choice for aerospace, automobile, marine, civil, and many other…”
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