58 | Variational Quantum Semi-definite Programming
Solving optimization problems is a key task for which quantum computers could possibly provide a speedup over the best known classical algorithms.
42 | Align or Not Align? Design Quantum Approximate Operator Ansatz (QAOA) with Applications in Constrained Optimization
Combinatorial optimization has been one of most promising use cases of the near-term quantum computers.
41 | The Nonequilibrium Cost of Accuracy
Accurate information processing is crucial both in technology and in nature.
40 | Parameter Setting in Quantum Approximate Optimization of Weighted Problems
Quantum Approximate Optimization Algorithm (QAOA) is a leading candidate algorithm for solving combinatorial optimization problems on quantum computers.
33 | Quantum Graphical Calculi: Tutorial and Applications
Quantum computing and quantum communication provide potential speed-up and enhanced security compared with their classical counterparts.
30 | Efficient Hamiltonian Reduction for Scalable Quantum Computing on Clique Cover/Graph Coloring Problems in SatCom
Clique cover and graph coloring are complementary problems which have many applications in wireless communications, especially in satellite communications (SatCom).
29 | Rethinking Most-significant Digit-first Arithmetic for Quantum Computing in NISQ Era
In recent years, quantum computers have attracted extensive research interest due to their potential capability of solving problems which are not easily solvable using classical computers.
27 | Understanding Quantum Supremacy Conditions for Gaussian Boson Sampling with High Performance Computing
Recent quantum supremacy experiments demonstrated with boson sampling garnered significant attention, while efforts to perfect approximate classical simulation techniques challenge supremacy claims on different fronts.
19 | Classical Verification of Quantum Depth
Verifying if a remote server has sufficient quantum resources to demonstrate quantum advantage is a fascinating question in complexity theory as well as a practical challenge.
10 | Solving Nonlinear Partial Differential Equations using Variational Quantum Algorithms on Noisy Quantum Computers
Partial differential equations (PDEs) have long been the center of interest to system modeling in many disciplines of science and engineering, such as computational physics, fluid mechanics, and quantitative finance.
4 | Enabling Parallel Circuit Execution on NISQ Hardware
Today’s quantum computers are in the Noisy Intermediate-Scale Quantum era and prone to errors.
3 | Introduction to Variational Quantum Algorithms
A lecture by Jinglei Cheng on quantum computing.