Inorganic Compound Recommender System

The present tensor-based recommender system database provides currently unknown chemically relevant compositions from database entries (ICSD, ICDD, and Springer Materials). The recommender system database is available from GitHub.

If you use the recommender system database for academic purposes, please cite the following article [1].

[1] A. Seko, H. Hayashi, H. Kashima and I. Tanaka, “Matrix- and tensor-based recommender systems for the discovery of currently unknown inorganic compounds”, Phys. Rev. Materials 2, 013805 (2018)