AIMC Topic: Earthquakes

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A hybrid PSO-FFNN approach for optimized seismic design and accurate structural response prediction in steel moment-resisting frames.

PloS one Jun 2, 2025
The first steel is the most prevalent material used in building. Steel's intrinsic hardness and durability make it appropriate for different uses, but its greater adaptability makes it ideal for seismic design. The brittle fracture occurred in welded...
Neural Networks, Computer Steel Earthquakes Construction Materials Algorithms
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Machine learning-based analyzing earthquake-induced slope displacement.

PloS one Feb 6, 2025
Accurately evaluating earthquake-induced slope displacement is a key factor for designing slopes that can effectively respond to seismic activity. This study evaluates the capabilities of various machine learning models, including artificial neural n...
Humans Earthquakes Machine Learning Support Vector Machine Neural Networks, Computer
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Seismic hazard analysis and financial impact assessment of railway infrastructure in the US West Coast: A machine learning approach.

PloS one Aug 12, 2024
This research examines the seismic hazard impact on railway infrastructure along the U.S. West Coast (Washington, Oregon and California), using machine learning to explore how measures of seismic hazard such as fault density, earthquake frequency, an...
Earthquakes Oregon Monte Carlo Method Railroads California Humans Accidents Machine Learning
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Seismic resolution improving by a sequential convolutional neural network.

PloS one Jun 11, 2024
Thin-bed soft rock is one of the main factors causing large deformations of tunnels. In addition to relying on some innovative construction techniques, detecting thin beds early during surface geological exploration and advanced geological prediction...
Geology Earthquakes Deep Learning Neural Networks, Computer
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Evaluating seismic risk by MCDM and machine learning for the eastern coast of India.

Environmental monitoring and assessment Apr 25, 2024
Natural disasters such as earthquakes endanger human lives and infrastructure, particularly in urban areas. With the advancements in science and technology in understanding natural hazards, recent studies have attempted to mitigate them by mapping th...
Machine Learning Risk Assessment Neural Networks, Computer Humans Decision Making India Earthquakes
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Unveiling the perceptions of Syrian and Turkish citizens afflicted by survivor guilt in the aftermath of the 2023 earthquake: A study based on deep learning.

Asian journal of psychiatry Jun 7, 2023
Deep Learning Humans Refugees Guilt Syria Earthquakes
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Artificial intelligence-informed planning for the rapid response of hazard-impacted road networks.

Scientific reports Sep 29, 2022
Post-hazard rapid response has emerged as a promising pathway towards resilient critical infrastructure systems (CISs). Nevertheless, it is challenging to scheme the optimal plan for those rapid responses, given the enormous search space and the hard...
Earthquakes Humans Machine Learning Heuristics Neural Networks, Computer Artificial Intelligence
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A neural network based approach to classify VLF signals as rock rupture precursors.

Scientific reports Aug 12, 2022
The advent of novel technologies revealed that other geophysical signals than those directly related to fault motion could be used to probe the state of deformation of the Earth's crust. Electromagnetic signals belonging to this category have been in...
Atmosphere Earthquakes Neural Networks, Computer
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Deep-learning seismology.

Science (New York, N.Y.) Aug 12, 2022
Seismic waves from earthquakes and other sources are used to infer the structure and properties of Earth's interior. The availability of large-scale seismic datasets and the suitability of deep-learning techniques for seismic data processing have pus...
Earthquakes Deep Learning
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Rescue Robots for the Urban Earthquake Environment.

Disaster medicine and public health preparedness Jun 30, 2022
Robotics have important applications in the field of disaster medical rescue. The deployment of urban rescue robots at the earthquake site can help shorten response time, improve rescue efficiency and keep rescue personnel away from danger. This disc...
Disasters Robotics Rescue Work Earthquakes Humans Workforce
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