40 citations · 58 across the 8 of their papers we have counts for
4 papers · 1 filter
Generating probability distributions using variational quantum circuits
Ronit Raj, Kshitij Durge, Manish Mallapur +2
Sampling from a probability distribution is a core task in many quantum and classical algorithms. Variational quantum circuits provide a natural approach to generating such distrib…
Encoder Circuit For Surface Code using Measurement-Based Quantum Computing Model
Priyam Srivastava, Vaibhav Katyal, Ankur Raina
Surface codes are one of the most important topological stabilizer codes in the theory of quantum error correction. In this paper, we provide an efficient way to obtain surface cod…
Phase classification in the long-range Harper model using machine learning
Aamna Ahmed, Abee Nelson, Ankur Raina +1
In this work, we map the phase diagrams of one-dimensional quasiperiodic models using artificial neural networks. We observe that the multi-class classifier precisely distinguishes…
Quantum Approximation Optimization Algorithm for the Trellis based Viterbi Decoding of Classical Error Correcting Codes
Mainak Bhattacharyya, Ankur Raina
We construct a hybrid quantum-classical Viterbi decoder for the classical error-correcting codes. Viterbi decoding is a trellis-based procedure for maximum likelihood decoding of c…