Showing quant-phShow all
3 papers · 1 filter
quant-ph2026
Variational Quantum Homotopy Perturbation Method to Solve Nonlinear Partial Differential Equations
Jungin E. Kim, Eunsik Choi, Yan Wang
Solving nonlinear partial differential equations is important in various scientific and engineering applications. Recently, quantum computing was introduced as an alternative compu…
quant-ph2024
Variational Quantum Algorithm for Constrained Topology Optimization
Jungin E. Kim, Yan Wang
One of the challenging scientific computing problems is topology optimization, where searching through the combinatorially complex configurations and solving the constraints of par…
quant-ph2023
Quantum Approximate Bayesian Optimization Algorithms with Two Mixers and Uncertainty Quantification
Jungin E. Kim, Yan Wang
The searching efficiency of the quantum approximate optimization algorithm is dependent on both the classical and quantum sides of the algorithm. Recently a quantum approximate Bay…