Marcelo Quezada Quiterio

A Multi-Output CNN1D–GRU–MLP Architecture for Thermal Time-to-Risk Classification in Cold Chain Logistics

Maintaining an uninterrupted cold chain is essential for ensuring the safety and quality of food and pharmaceutical products. However, conventional monitoring systems mainly provide descriptive information and offer limited support for anticipating thermal risks. This study presents a hybrid CNN1D-GRU-MLP multi-output...