High-throughput screening of Janus t-phase TMXY semiconducting materials for thermoelectric applications aided by machine learning

Integrating high-throughput DFT and ML, we screen 2D Janus t-TMXY monolayers, identifying dynamically stable candidates: ligand asymmetry tunes transport properties. These show superior thermoelectric performance, with energy conversion potential.