Hybrid Unsupervised/Supervised Machine Learning for Identifying Molecular Structural Fingerprints From Ensemble Property
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Computational Chemistry"
DOI: 10.1002/jcc.70038
Abstract: The ensemble properties of a system are obtained by averaging over the properties calculated for the various configurations it can have at a finite temperature and thus cannot be captured by a single molecular structure.… read more here.
Keywords: unsupervised supervised; supervised machine; machine learning; structural fingerprints ... See more keywords
Early damage detection in bridges using a variational autoencoder-based hybrid unsupervised learning framework.
Sign Up to like & getrecommendations! Published in 2025 at "Scientific reports"
DOI: 10.1038/s41598-025-31115-w
Abstract: Long-term structural health monitoring (SHM) is essential for ensuring the safety and serviceability of bridges, yet systems face persistent challenges such as missing data, environmental and operational variability (EOV), limited labeled data, and low damage… read more here.
Keywords: damage detection; damage; vae; hybrid unsupervised ... See more keywords