1 citations · 1 across the 2 of their papers we have counts for
3 papers
quant-ph2022
Effect of matrix sparsity and quantum noise on quantum random walk linear solvers
Benjamin Wu, Hrushikesh Patil, Predrag Krstic
We study the effects of quantum noise in hybrid quantum-classical solver for sparse systems of linear equations using quantum random walks, applied to stoquastic Hamiltonian matric…
physics.comp-ph2022★ 1 cited
Physics Informed RNN-DCT Networks for Time-Dependent Partial Differential Equations
Benjamin Wu, Oliver Hennigh, Jan Kautz +2
Physics-informed neural networks allow models to be trained by physical laws described by general nonlinear partial differential equations. However, traditional architectures strug…
cs.DS2020
Deterministic Approximation for Submodular Maximization over a Matroid in Nearly Linear Time
Kai Han, Zongmai Cao, Shuang Cui +1
We study the problem of maximizing a non-monotone, non-negative submodular function subject to a matroid constraint. The prior best-known deterministic approximation ratio for this…