Feature engineering involves systematically transforming raw data into meaningful and informative features (predictors). It is an indispensable process in machine learning and data science. This ...

Neel Somani has built a career that sits at the intersection of theory and practice. His work spans formal methods, mac ...

a.The architecture of the all-optical CNN for OAM-mediated machine learning, which can be applied to encode a data-specific image into OAM states. The photonic neural network comprises a trainable ...

Data is fundamental to hydrological modeling and water resource management; however, it remains a major challenge in many ...