Predicting self-healing efficiency in recycled aggregate concrete using optimized machine learning models. [PDF]
Cao K +5 more
europepmc +1 more source
Learning Optimal Crowd Evacuation from Scratch Through Self‐Play
How would a superintelligent crowd behave in emergencies? This study develops an approach using multiagent deep reinforcement learning combined with self‐play to discover optimal evacuation strategies for pressure‐aware agents. The model learns behaviors such as queuing and zipper‐merging that significantly surpass traditional approaches in fatality ...
Mahdi Nasiri +3 more
wiley +1 more source
Study on the spatial mechanical behavior of the cable tower anchorage zone in long-span curved T-shaped rigid-frame extradosed bridge for high-speed railway. [PDF]
Xie M +5 more
europepmc +1 more source
BMPCQA: Bioinspired Metaverse Point Cloud Quality Assessment Based on Large Multimodal Models
This study presents a bioinspired metaverse point cloud quality assessment metric, which simulates the human visual evaluation process to perform the point cloud quality assessment task. It first extracts rendering projection video features, normal image features, and point cloud patch features, which are then fed into a large multimodal model to ...
Huiyu Duan +7 more
wiley +1 more source
A Data-Driven Gaussian Process Regression Model for Concrete Complex Dielectric Permittivity Characterization. [PDF]
Angiulli G +3 more
europepmc +1 more source
Cardiovascular diseases are leading death causes; electrocardiogram (ECG) analysis is slow, motivating machine learning and deep learning. This study compares deep convolutional generative adversarial network, conditional GAN, and Wasserstein GAN with gradient penalty (WGAN‐GP) for synthetic ECG spectrograms; Fréchet Inception Distance (FID) and ...
Giovanny Barbosa‐Casanova +3 more
wiley +1 more source
An experimental and statistical investigation into the optimisation of eco-friendly concrete incorporating agricultural and industrial wastes. [PDF]
Akbar M +7 more
europepmc +1 more source
Abstract This study reports on a qualitative thematic analysis of secondary data from group session recordings collected as part of the Community Wise Optimization Trial. Community Wise is a multilevel behavioral intervention designed to increase critical consciousness and reduce substance use among formerly incarcerated men living in predominantly ...
Richmond E. Hayes +4 more
wiley +1 more source
Study on Restraint Effect of Post-Casting Belt in Full-Section Interval Casting Immersed Tube. [PDF]
Liang BY, Sun WH, Huang YH, Wang K.
europepmc +1 more source

