Accelerating the calculation of electron–phonon coupling strength with machine learning
Yang Zhong, Shixu Liu, Binhua Zhang, Zhiguo Tao, Yuting Sun, Weibin Chu, Xingao Gong, Ji-Hui Yang, Hongjun Xiang
Topics & Concepts
SuperconductivityHamiltonian (control theory)PhononComputer scienceCoupling (piping)ElectronMaterials scienceCoupling strengthStatistical physicsPhysicsCondensed matter physicsQuantum mechanicsMathematicsMathematical optimizationMetallurgyMachine Learning in Materials ScienceElectronic and Structural Properties of OxidesTopological Materials and Phenomena