Predicting the Curie Temperature of Magnetic Materials with Machine Learning: Descriptor Engineering, Graph Neural Networks, and the Role of Curated Data

Akram Abedi Orang, Mojtaba Alaei, Artem R. Oganov

Predicting the Curie temperature ($T_{\mathrm{C}}$) of magnetic materials is crucial for advancing applications in data storage, spintronics, and sensors. We present a machine learni…