Nature

Study on soil moisture estimation using a three-frequency combination of observations integrated with robust estimation and machine learning

This study introduces two innovative methods—Three-frequency pseudorange combination (TFPC) and Three-frequency carrier phase combination (TFCPC)—for estimating soil moisture using GNSS-IR technology.
Nature

Optimizing casting process using a combination of small data machine learning and phase-field simulations

It has been a challenge to employ machine learning (ML) to optimize casting processes due to the scarcity of data and difficulty in feature expansion. Here, we introduce a nearest neighbor search ...