Unit-free theorem pinpoints key variables for AI and physics models

Machine learning models are designed to take in data, to find patterns or relationships within those data, and to use what ...

Machine learning workflow enables faster, more reliable organic crystal structure prediction

Prediction of crystal structures of organic molecules is a critical task in many industries, especially in pharmaceuticals ...
IEEE

Damage Identification of Thermal Protection Tiles Based on an Optimizable SVM Algorithm and Temperature Monitoring

Abstract: During the service of reusable launch vehicles, thermal protection tiles are easily damaged, which in turn threatens flight safety. However, monitoring the back wall temperature of thermal ...
Frontiers

Immune regulatory mechanisms of M2 macrophage polarization and efferocytosis in diabetic kidney disease: an integrated screening study with therapeutic implications

Background: The imbalance in macrophage phenotype transition is a central mechanism driving chronic inflammation in diabetic kidney disease (DKD). Macrophages can polarize toward the M2 phenotype via ...
IEEE

Research on Human Resource Demand Forecasting Based on PSO-SVM Algorithm

Abstract: Accurate demand forecasting in human resource management is crucial for optimizing resource allocation and improving organizational efficiency. This study proposes a hybrid algorithm ...