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 ...

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 ...

Artificial intelligence and machine learning have transformed how we process information, make decisions, and solve complex problems. Behind every ...

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

Abhijeet Sudhakar develops efficient Mamba model training for machine learning, improving sequence modelling and ...