Showing cond-mat.mtrl-sciShow all
3 papers · 1 filter
cond-mat.mtrl-sci2026
Ab initio study of Coulomb drag driven electron-hole bifluidity in doped graphene
Dwaipayan Paul, Elena Trukhan, Nakib H. Protik
Motivated by the notion that a preponderance of Coulomb interactions might lead to hydrodynamics, we carry out an ab initio calculation of the charge carrier transport properties o…
cond-mat.mtrl-sci2025
Interband and kinetic corrections to the electronic Boltzmann transport equation
Elena Trukhan, Nakib H. Protik
Interband effects such as coherence/tunneling have recently been shown to give an important contribution to the charge and heat transport properties under certain conditions. These…
cond-mat.mtrl-sci2025
Acceleration of crystal structure relaxation with Deep Reinforcement Learning
Elena Trukhan, Efim Mazhnik, Artem R. Oganov
We introduce a Deep Reinforcement Learning (DRL) model for the structure relaxation of crystal materials and compare different types of neural network architectures and reinforceme…