activity
20212023
most citedPhysics-informed neural networks for one-dimensional sound field predictions with parameterized sources and impedance boundaries

56 citations · 65 across the 5 of their papers we have counts for

collaborators

5 papers

cs.SD2023

Sound propagation in realistic interactive 3D scenes with parameterized sources using deep neural operators

Nikolas Borrel-Jensen, Somdatta Goswami, Allan P. Engsig-Karup +2

We address the challenge of sound propagation simulations in 3D virtual rooms with moving sources, which have applications in virtual/augmented reality, game audio, and spatial com…

cs.SD2023★ 1 cited

Room dimensions and absorption inference from room transfer function via machine learning

Yuanxin Xia, Cheol-Ho Jeong

The inference of the absorption configuration of an existing room solely using acoustic signals can be challenging. This research presents two methods for estimating the room dimen…

cs.CE2022

Reduced order modelling using parameterized non-uniform boundary conditions in room acoustic simulations

Hermes Sampedro Llopis, Cheol-Ho Jeong, Allan P. Engsig-Karup

Quick simulations for iterative evaluations of multi-design variables and boundary conditions are essential to find the optimal acoustic conditions in building design. We propose t…

cs.SD2021★ 56 cited

Physics-informed neural networks for one-dimensional sound field predictions with parameterized sources and impedance boundaries

Nikolas Borrel-Jensen, Allan P. Engsig-Karup, Cheol-Ho Jeong

Realistic sound is essential in virtual environments, such as computer games and mixed reality. Efficient and accurate numerical methods for pre-calculating acoustics have been dev…

cs.SD2021★ 8 cited

Reduced basis methods for numerical room acoustic simulations with parametrized boundaries

Hermes Sampedro Llopis, Allan P. Engsig-Karup, Cheol-Ho Jeong +2

The use of model-based numerical simulation of wave propagation in rooms for engineering applications requires that acoustic conditions for multiple parameters are evaluated iterat…