Chromatography Online

Identification of Human Decomposition VOCs in Concrete Evidence Using HS-SPME GC–MS

VOC analysis using HS-SPME GC–MS on concrete is a novel forensic approach, providing substantial evidence in decomposition cases. The study represents the first successful legal introduction of VOC ...
EurekAlert!

Decomposition-based AI model enhances Indian stock price forecasting amid macroeconomic shocks

Stock markets are essential for households for wealth creation and for firms for raising financial resources for capacity ...
The Manila Times

Mr.Chongwei Shi Enhances Genomic Analysis Through Signal Processing and Machine Learning Integration for Gene Identification

A signal-processing–based framework converts DNA sequences into numerical signals to identify protein-coding regions. By integrating spectral analysis and SVM classification, the approach improves ...
IEEE

Complexity Analysis of Hierarchical Tucker-Based Tensor Decomposition in 3D CNN and LSTM Architectures for Video Data

Abstract: Model compression techniques are of great interest in spatio-temporal data analysis due to the increasing need for scalable and effective deep learning systems. In this study, we investigate ...
IEEE

A Hard Constraint and Domain-Decomposition- Based Physics-Informed Neural Network Framework for Nonhomogeneous Transient Thermal Analysis

Abstract: In this article, a hard constraint (HC) and domain-decomposition-based physics-informed neural network (HCD-PINN) framework is introduced for nonhomogeneous transient thermal analysis. In ...