153 citations · 1.1k across the 43 of their papers we have counts for
4 papers · 2 filters
Tensor Network Based Efficient Quantum Data Loading of Images
Jason Iaconis, Sonika Johri
Image-based data is a popular arena for testing quantum machine learning algorithms. A crucial factor in realizing quantum advantage for these applications is the ability to effici…
Phase transition in magic with random quantum circuits
Pradeep Niroula, Christopher David White, Qingfeng Wang +5
Magic is a property of quantum states that enables universal fault-tolerant quantum computing using simple sets of gate operations. Understanding the mechanisms by which magic is c…
Quantum State Preparation of Normal Distributions using Matrix Product States
Jason Iaconis, Sonika Johri, Elton Yechao Zhu
State preparation is a necessary component of many quantum algorithms. In this work, we combine a method for efficiently representing smooth differentiable probability distribution…
Quantum computation: Efficient network partitioning for large scale critical infrastructures
Saikat Ray Majumder, Annarita Giani, Weiwei Shen +3
Quantum computers are emerging as a viable alternative to tackle certain computational problems that are challenging for classical computers. With the rapid development of quantum…