91 citations · 93 across the 3 of their papers we have counts for
3 papers
math.AP2021
Analytic investigation of the compatibility condition and the initial evolution of a smooth velocity field for the Navier-Stokes equation in a channel configuration
Péter Tamás Nagy, György Paál
A partial differential equation has usually a regular solution at the initial time if the initial condition is smooth in space, fulfills the governing equations and is compatible w…
cs.AI2020★ 91 cited
Deep Reinforcement Learning for Real-Time Optimization of Pumps in Water Distribution Systems
Gergely Hajgató, György Paál, Bálint Gyires-Tóth
Real-time control of pumps can be an infeasible task in water distribution systems (WDSs) because the calculation to find the optimal pump speeds is resource-intensive. The computa…
cs.LG2020★ 2 cited
Predicting the flow field in a U-bend with deep neural networks
Gergely Hajgató, Bálint Gyires-Tóth, György Paál
This paper describes a study based on computational fluid dynamics (CFD) and deep neural networks that focusing on predicting the flow field in differently distorted U-shaped pipes…