Vibration Control and Micro-Forming Quality Guarantee of BMF-Based UHPC Wet Joints Under Traffic Loads Using Tuned Mass Dampers. [PDF]
Wang Z, Zhang L, Zhou C, Wang P.
europepmc +1 more source
AI‐Driven Cancer Multi‐Omics: A Review From the Data Pipeline Perspective
The exponential growth of cancer multi‐omics data brings opportunities and challenges for precision oncology. This review systematically examines AI's role in addressing these challenges, covering generative models, integration architectures, Explainable AI for clinical trust, clinical applications, and key directions for clinical translation.
Shilong Liu, Shunxiang Li, Kun Qian
wiley +1 more source
Left atrial venoarterial extracorporeal membrane oxygenation as a bridge to surgical aortic valve replacement in cardiogenic shock. [PDF]
Asif S +7 more
europepmc +1 more source
Machine‐Learning‐Assisted Onset‐Time Determination in Transient Luminescence Thermometry
Artificial neural networks enable autonomous extraction of onset times from transient heating curves in luminescence thermometry. Using Ln3+‐doped upconverting nanoparticles as luminescent thermometers, we combine experimental transients with physically motivated synthetic curves to enhance data diversity and improve generalization.
David J. Sousa +3 more
wiley +1 more source
Boundary-Sensitive Hybrid Attention Network for Multi-Scale Crack Fine Segmentation. [PDF]
Jiang Y +4 more
europepmc +1 more source
Uncertainty‐Guided Selective Adaptation Enables Cross‐Platform Predictive Fluorescence Microscopy
Deep learning models often fail when transferred to new microscopes. A novel framework overcomes this by selectively adapting the early layers governing low‐level image statistics, while freezing deep layers that encode morphology. This uncertainty‐guided approach enables robust, label‐free virtual staining across diverse systems, democratizing ...
Kai‐Wen K. Yang +9 more
wiley +1 more source
Early damage detection in bridges using a variational autoencoder-based hybrid unsupervised learning framework. [PDF]
Pakzad SS, Masoodi AR.
europepmc +1 more source
Machine learning serves as a central engine for the intelligent characterization of two‐dimensional materials by integrating multimodal techniques, including optical microscopy, spectroscopy, electron microscopy, and scanning probe microscopy (SPM). This unified framework enables automated, high‐throughput, and quantitative extraction of structural ...
Zhi‐Long Cao, Jia‐Xu Yan
wiley +1 more source
Mechanical behavior of deteriorated unbonded prestressed concrete hollow slabs. [PDF]
Li X, Zhou S, Xiang B, Yan M, Bao Y.
europepmc +1 more source

