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20222024
most citedDeep neural networks for smooth approximation of physics with higher order and continuity B-spline base functions

1 citations · 2 across the 7 of their papers we have counts for

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cs.CE2023

Physics Informed Neural Network Code for 2D Transient Problems (PINN-2DT) Compatible with Google Colab

Paweł Maczuga, Maciej Sikora, Maciej Skoczeń +7

We present an open-source Physics Informed Neural Network environment for simulations of transient phenomena on two-dimensional rectangular domains, with the following features: (1…

math.NA2023

Solver algorithm for stabilized space-time formulation of advection-dominated diffusion problem

Marcin Łoś, Paulina Sepulveda-Salas, Maciej Paszyński

This article shows how to develop an efficient solver for a stabilized numerical space-time formulation of the advection-dominated diffusion transient equation. At the discrete spa…