10 citations · 11 across the 4 of their papers we have counts for
4 papers
Model selection in hybrid quantum neural networks with applications to quantum transformer architectures
Harsh Wadhwa, Rahul Bhowmick, Naipunnya Raj +3
Quantum machine learning models generally lack principled design guidelines, often requiring full resource-intensive training across numerous choices of encodings, quantum circuit…
Meta-learning of Gibbs states for many-body Hamiltonians with applications to Quantum Boltzmann Machines
Ruchira V Bhat, Rahul Bhowmick, Avinash Singh +1
The preparation of quantum Gibbs states is a fundamental challenge in quantum computing, essential for applications ranging from modeling open quantum systems to quantum machine le…
Distinguishing dynamical quantum criticality through local fidelity distances
Ruchira V Bhat, Soumya Bera
Using local quantum fidelity distances, we study the dynamical quantum phase transition in integrable and non-integrable one-dimensional Ising chains. Unlike the Loschmidt echo, th…
Out of equilibrium chiral higher order topological insulator on a -flux square lattice
Ruchira V Bhat, Soumya Bera
One of the hallmarks of bulk topology is the existence of robust boundary localized states. For instance, a conventional dimensional topological system hosts dimensiona…