Publications and responsibilities
Screening thermoelectric materials with ab initio atomistic modelling and machine learning techniques
Effectiveness of Neural Networks for Research on Novel Thermoelectric Materials. A Proof of Concept.
This paper describes the application of neural network approaches to the discovery of new materials exhibiting thermoelectric properties. Thermoelectricity is the ability of a material to convert energy from heat to electricity. At present, only few materials are known to have this property to a...