Research aNANt: A functional Materials Database Thermal transport and Thermoelectrics Band gap prediction using Machine Learning Catalysis and Photocatalysis 2D Materials A functional materials database: Currently, hosting more than 15000 MXene structures with their eletronic properties. The database is developed at ThSim, MRC, IISc. aNANt Machine Learning Thermal transport and excellent thermoeletric properties of advance functional materials Thermal Transport Non-Trivial Phases of Materials Topological Catalysis 2D-Materials