Linear functions are used to model a broad range of real-world problems. The ability to solve linear equations and inequalities is an essential skill for analysing these models. This section covers ...

Abstract: This paper proposes a scalable distributed policy gradient method and proves its convergence to near-optimal solution in multi-agent linear quadratic networked systems. The agents engage ...

Abstract: Generic deep learning (DL) networks for image restoration like denoising and interpolation lack mathematical interpretability, require voluminous training data to tune large parameter sets, ...

In mathematics, the concept of slope is crucial in understanding how to analyze graphs and solve equations. The slope is a measure of the steepness of a line. It can help us determine the relationship ...

The slope of a graph is an essential concept in mathematics and science, as it represents the rate of change between two points. Understanding how to calculate the slope of a graph is crucial for ...

OptGraphState is a python package that implements the graph-theoretical strategy to optimize the fusion-based generation of any graph state, which is proposed in Lee & Jeong, Quantum 7, 1212 (2023).