1 citations · 1 across the 3 of their papers we have counts for
3 papers
quant-ph2026
Efficient Quantum Simulation for Nonlinear Stochastic Differential Equations
Xiangyu Li, Ahmet Burak Catli, Ho Kiat Lim +4
Nonlinear stochastic differential equations (NSDEs) are a pillar of mathematical modeling for scientific and engineering applications. Accurate and efficient simulation of large-sc…
quant-ph2025★ 1 cited
Efficient Quantum Optimization via Dynamical Simulation
Ahmet Burak Catli, Sophia Simon, Nathan Wiebe
We provide several quantum algorithms for continuous optimization that do not require gradient estimation. Instead, we encode the optimization problem into the dynamics of a physic…
quant-ph2022
Training quantum neural networks using the Quantum Information Bottleneck method
Ahmet Burak Catli, Nathan Wiebe
We provide in this paper a concrete method for training a quantum neural network to maximize the relevant information about a property that is transmitted through the network. This…