Accelerating GW calculations through machine learned dielectric matrices

The GW approach produces highly accurate quasiparticle energies, but its application to large systems is computationally challenging, which can be largely attributed to the difficulty in computing the

DataCite Commons2026-03-12 更新60

Accelerating GW calculations through machine learned dielectric matrices

The GW approach produces highly accurate quasiparticle energies, but its application to large systems is computationally challenging, which can be largely attributed to the difficulty in computing the

DataCite Commons2026-03-12 更新00

Dataset: Machine learning-based virtual diagnostics of dielectric laser acceleration

Dataset for the manuscript "Machine learning-based virtual diagnostics of dielectric laser acceleration" The dataset to train the neural network proposed in the manuscript is created by using the trac

DataCite Commons2026-03-30 更新00