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Zhi-Xin Guo

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Preprint Sep 2026

Linear-Scaling Quantum Transport from Machine-Learning Density Functional Theory Hamiltonians

Quantum transport simulations that combine density functional theory (DFT) with the nonequilibrium Green's function formalism (DFT-NEGF) are important to modern technology, yet their unfavorable scaling has long confined predictive simulations to small, idealized systems far below the ten-thousand-atom scale of realist...

Bang Liu, Yang Zhong, Zhi-Xin Guo et al. · 0 citations

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