Corals' boldest cousins: Zoantharians bend the laws of evolution

In the realm of marine biogeography, there is a widely held scientific principle: the Atlantic and Indo-Pacific oceans are ...

King's Trough: How a shifting plate boundary and hot mantle material shaped an Atlantic mega-canyon

The King's Trough Complex is a several-hundred-kilometer-long, canyon-like system of trenches on the North Atlantic seafloor.
Indian Defence Review

NASA Spots Eerie Black Spots in the Sahara Making Dunes Vanish on One Side and Grow On the Other

A trio of ancient mesas is rewriting what we know about wind, sand, and deep-time geology, captured in stunning detail from space.
IEEE

Quality Prediction Modeling for Industrial Processes Using Multiscale Attention-Based Convolutional Neural Network

Abstract: Soft sensors have been increasingly applied for quality prediction in complex industrial processes, which often have different scales of topology and highly coupled spatiotemporal features.
Frontiers

Feature-gradient enhanced transformer for accurate dissolved oxygen saturation forecasting in marine environments

Research Department, Guangdong Service Center for Veterans, Guangzhou, Guangdong, China To tackle these challenges, this study introduces a Feature Pyramid Space Transformation (FPST) within a ...
IEEE

Enhanced Anomaly Detection in Manufacturing Processes Through Hybrid Deep Learning Techniques

Abstract: Smart factory systems have been introduced to prevent the decline in overall equipment effectiveness caused by the presence of defects within factory manufacturing equipment. In this context ...
Frontiers

Comprehensive assessment and source apportionment of heavy metals in a typical estuarine-bay system: a case study of Guanghai Bay, South China Sea

Coastal areas have become industrialized, increasing the risk of heavy metal pollution. Industrial, agricultural, and domestic wastewater carrying heavy metal pollution enters Guanghai Bay via rivers ...