10 citations · 16 across the 3 of their papers we have counts for
3 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…
cs.CE2024★ 10 cited
Neural network based approach for solving problems in plane wave duct acoustics
D. Veerababu, Prasanta K. Ghosh
Neural networks have emerged as a tool for solving differential equations in many branches of engineering and science. But their progress in frequency domain acoustics is limited b…