Physics-informed neural networks (PINNs) have recently emerged as promis...
Gradient-push algorithm has been widely used for decentralized optimizat...
In this paper, we perform the convergence analysis of unsupervised
Legen...
Physics-informed neural networks (PINNs) have emerged as new data-driven...
With the increases in computational power and advances in machine learni...
In this paper, we propose and analyse a reconstruction technique which
e...
In this paper, we present a new class of conservative semi-Lagrangian sc...
In this paper, we propose a new semi-Lagrangian scheme for the polyatomi...