An approximate coupled cluster theory via nonlinear dynamics and synergetics: The adiabatic decoupling conditions.
@article{Agarawal2021AnAC, title={An approximate coupled cluster theory via nonlinear dynamics and synergetics: The adiabatic decoupling conditions.}, author={Valay Agarawal and Chayan Patra and Rahul Maitra}, journal={The Journal of chemical physics}, year={2021}, volume={155 12}, pages={ 124115 } }
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…
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References
SHOWING 1-10 OF 44 REFERENCES
Accelerating coupled cluster calculations with nonlinear dynamics and supervised machine learning.
- PhysicsThe Journal of chemical physics
- 2021
A supervised machine learning scheme with a polynomial kernel ridge regression model has been employed to express each of the enslaved amplitudes uniquely in terms of the former set of amplitudes.
Stability analysis of a double similarity transformed coupled cluster theory.
- MathematicsThe Journal of chemical physics
- 2020
Using recurrence analysis, it is shown that the dynamics of the iterative process is dictated by a small subgroup of cluster operators, mostly those involving chemically active orbitals, whereas all other cluster operators with smaller amplitudes are enslaved.
A coupled cluster theory with iterative inclusion of triple excitations and associated equation of motion formulation for excitation energy and ionization potential.
- PhysicsThe Journal of chemical physics
- 2017
The results suggest that this is quite a reasonable scheme to capture the effect of connected triple excitations as long as the ground state remains weakly multi-reference.
Rank reduced coupled cluster theory. I. Ground state energies and wavefunctions.
- PhysicsThe Journal of chemical physics
- 2019
A compression of the opposite-spin coupled cluster doubles amplitudes of the form τij ab≡Uia VTVWUjb W, where Uia V are the nV-highest magnitude eigenvectors of the MP2 or MP3 doubles amplitude yields a fully self-consistent parameterization of reduced-rank coupled cluster equations in terms of the Lagrangian L0TVW,LVW.
Stability conditions for the coupled cluster equations
- Physics
- 2008
The coupled cluster (CC) equations are studied from the point of view of the stability of their solution. The nonlinear nature of these equations may lead to undesired iteration properties including…
Properties of coupled-cluster equations originating in excitation sub-algebras
- Mathematics
- 2018
In this paper, we discuss properties of single-reference coupled cluster (CC) equations associated with the existence of sub-algebras of excitations that allow one to represent CC equations in a…
Rank reduced coupled cluster theory. II. Equation-of-motion coupled-cluster singles and doubles.
- Chemistry, PhysicsThe Journal of chemical physics
- 2019
The RR-EOM-CCSD method is a new path toward the efficient determination of accurate electronic excitation energies and preserves the size intensivity of the excitation energy and size extensivity ofThe total energy.
Accelerated multimodel Newton-type algorithms for faster convergence of ground and excited state coupled cluster equations.
- Computer ScienceThe Journal of chemical physics
- 2020
Improved convergence for core excited states is found, indicating that similar savings will be obtained with an explicit implementation of the core-valence separated CCSD Jacobian transformation.
Downfolding of many-body Hamiltonians using active-space models: Extension of the sub-system embedding sub-algebras approach to unitary coupled cluster formalisms.
- PhysicsThe Journal of chemical physics
- 2019
The proposed unitary CC formalism can be viewed as an efficient way of downfolding many-electron Hamiltonian to the low-energy model represented by a particular choice of CAS and can be extended to any type of CAS representing an arbitrary energy window of a quantum system.
Correlation effects beyond coupled cluster singles and doubles approximation through Fock matrix dressing.
- ChemistryThe Journal of chemical physics
- 2017
We present an accurate single reference coupled cluster theory in which the conventional Fock operator matrix is suitably dressed to simulate the effect of triple and higher excitations within a…