New Open-Source Tool Automates Simulation of Pipeline Pitting Corrosion Monitoring
An open-source MATLAB and COMSOL software tool called VDMM-BESP automates batch finite element simulation, statistical analysis, and machine learning inversion ...
Tag: structural health monitoring
The Invisible Layer That Decides How Composites Fail: Interface Science Comes of Age
A new review in Advanced Composites and Hybrid Materials maps how the nanometer-scale interface between fiber and polymer matrix governs ...
Deep Learning Reads 3D Point Clouds to Detect and Quantify Damage in Ancient Masonry Walls
Researchers at Southeast University have developed a deep learning framework that automatically detects and quantifies surface damage in masonry heritage ...
Laser Scans Turned Into 3D Models in Under a Minute to Track Cracking Concrete Beams
Researchers have developed an automated framework that converts terrestrial laser scans into parametric 3D models of reinforced concrete beams, quantifying ...
Fiber-optic sensing review maps the rise of distributed acoustic monitoring
A comprehensive review in Opto-Electronic Advances details how distributed acoustic sensing turns ordinary optical fiber into vast virtual sensor arrays ...
Machine Learning Rewrites the Rules for Judging How Buildings Survive Earthquakes
Researchers have developed a machine learning framework that uses an experimental database of 236 cyclically tested beam-column connections to identify ...
Steel and Carbon Fibers Turn Concrete Into a Self-Sensing Structural Material
A hybrid steel and carbon fiber concrete achieves high strength, dramatically reduced resistivity, and reliable piezoresistive self-sensing under load.
Two-Stage Neural Network Reads Hidden Structural Strain From Boundary Sensors Alone
Researchers have shown that a compact two-stage time-delay neural network can reconstruct hidden internal strain in a vibrating structure from ...
Buildings as Seismometers: AI Turns City Structures into Earthquake Mapping Networks
Researchers at Harbin Institute of Technology have shown that sensors inside ordinary buildings, combined with building-specific hybrid deep learning models, ...
New Earthquake Intensity Measure Slashes Super-Tall Building Analysis Costs
Researchers have developed a spectral-acceleration intensity measure that predicts peak floor acceleration and velocity demands in super-tall buildings, cutting the ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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