AI Article Synopsis

  • The analysis focuses on using nonlinear dynamics and synergetics to understand the coupled cluster iteration scheme as a multivariate discrete time map.
  • The driver amplitudes, which are a subset of all the cluster amplitudes, control the behavior of the other auxiliary amplitudes, which have faster relaxation times and smaller magnitudes.
  • By applying an adiabatic decoupling approximation, the method reduces the complexity of the iteration process, allowing for accurate results with significantly less computational effort compared to conventional techniques.

Article Abstract

The coupled cluster iteration scheme is analyzed as a multivariate discrete time map using nonlinear dynamics and synergetics. The nonlinearly coupled set of equations to determine the cluster amplitudes are driven by a fraction of the entire set of cluster amplitudes. These driver amplitudes enslave all other amplitudes through a synergistic inter-relationship, where the latter class of amplitudes behave as the auxiliary variables. The driver and the auxiliary variables exhibit vastly different time scales of relaxation during the iteration process to reach the fixed points. The fast varying auxiliary amplitudes are small in magnitude, while the driver amplitudes are large, and they have a much longer time scale of relaxation. Exploiting their difference in relaxation time scale, we employ an adiabatic decoupling approximation, where each of the fast relaxing auxiliary modes is expressed as a unique function of the principal amplitudes. This results in a tremendous reduction in the independent degrees of freedom. On the other hand, only the driver amplitudes are determined accurately via exact coupled cluster equations. We will demonstrate that the iteration scheme has an order of magnitude reduction in computational scaling than the conventional scheme. With a few pilot numerical examples, we would demonstrate that this scheme can achieve very high accuracy with significant savings in computational time.

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Source
http://dx.doi.org/10.1063/5.0060087DOI Listing

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