6 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2025★ 6 cited
Solving 2-D Helmholtz equation in the rectangular, circular, and elliptical domains using neural networks
D. Veerababu, Prasanta K. Ghosh
Physics-informed neural networks offered an alternate way to solve several differential equations that govern complicated physics. However, their success in predicting the acoustic…
cs.CE2025
Estimation of the Acoustic Field in a Uniform Duct with Mean Flow using Neural Networks
D. Veerababu, Prasanta K. Ghosh
The study of sound propagation in a uniform duct having a mean flow has many applications, such as in the design of gas turbines, heating, ventilation and air conditioning ducts, a…