17 citations · 28 across the 4 of their papers we have counts for
4 papers
Assessing the Performance of Nonlinear Regression based Machine Learning Models to Solve Coupled Cluster Theory
Valay Agarawal, Samrendra Roy, Kapil K. Shrawankar +4
The iteration dynamics of the coupled cluster equations exhibits a synergistic relationship among the cluster amplitudes. The iteration scheme may be viewed as a multivariate discr…
An Approximate Coupled Cluster Theory via Nonlinear Dynamics and Synergetics: the Adiabatic Decoupling Conditions
Valay Agarawal, Chayan Patra, Rahul Maitra
The coupled cluster iteration scheme is analysed as a multivariate discrete-time map using nonlinear dynamics and synergetics. The nonlinearly coupled set of equations to determine…
Accelerating Coupled Cluster Calculations with Nonlinear Dynamics and Shallow Machine Learning
Valay Agarawal, Samrendra Roy, Anish Chakraborty +1
The dynamics associated with the time series of the iteration scheme of coupled cluster theory has been analysed. The phase space analysis indicates the presence of a few significa…
Stability analysis of a double similarity transformed coupled cluster theory
Valay Agarawal, Anish Chakraborty, Rahul Maitra
In this paper, we have analysed the time series associated with the iterative scheme of a double similarity transformed Coupled Cluster theory. The coupled iterative scheme to solv…