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Electron Dynamics with the Time-Dependent Density Matrix Renormalization Group.

Alberto Baiardi
Published in: Journal of chemical theory and computation (2021)
In this work, we simulate the electron dynamics in molecular systems with the time-dependent density matrix renormalization group (TD-DMRG) algorithm. We leverage the generality of the so-called tangent-space TD-DMRG formulation and design a computational framework in which the dynamics is driven by the exact nonrelativistic electronic Hamiltonian. We show that by parametrizing the wave function as a matrix product state, we can accurately simulate the dynamics of systems including up to 20 electrons and 32 orbitals. We apply the TD-DMRG algorithm to three problems that are hardly targeted by time-independent methods: the calculation of molecular (hyper)polarizabilities, the simulation of electronic absorption spectra, and the study of ultrafast ionization dynamics.
Keyphrases
  • density functional theory
  • machine learning
  • mental health
  • deep learning
  • drug delivery
  • electron transfer
  • single molecule
  • molecular dynamics
  • solar cells
  • gas chromatography