160 citations · 311 across the 29 of their papers we have counts for
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Hidden Unit Interpretability in RBM Quantum States:Encoding Antiferromagnetic Order in Heisenberg Spin Rings
Bharadwaj Chowdary Mummaneni, Manas Sajjan
We investigate how Restricted Boltzmann Machines (RBMs) encode antiferromagnetic order when trained as variational ansätze for one-dimensional Heisenberg spin rings with periodic b…
Defect-induced localization of information in 1D Kitaev model
Varadharajan Muruganandam, Manas Sajjan, Sabre Kais
We discuss one-dimensional(1D) spin compass model or 1D Kitaev model in the presence of local bond defects. Three types of local disorders concerning both bond-nature and bond-stre…
Physics inspired quantum simulation of resonating valence bond states -- a prototypical template for a spin-liquid ground state
Manas Sajjan, Rishabh Gupta, Sumit Suresh Kale +3
Spin-liquids -- an emergent, exotic collective phase of matter -- have garnered enormous attention in recent years. While experimentally, many prospective candidates have been prop…