Projects With Keyword Machine Learning
On the Efficacy of Solving the Poisson Equation through a QPINN
Physics-informed neural networks (PINNs) solve differential equations by training a neural net- work while penalizing violations of the governing equation and boundary conditions in the loss function [1]. Quantum physics-informed neural networks (QPINNs) extend this idea by embedding a parameterized quantum circuit within part of the classical n... read more
Keywords