17 citations · 17 across the 2 of their papers we have counts for
2 papers
physics.comp-ph2021
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…
cond-mat.str-el2020★ 17 cited
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…