Development of a Ray Tracing Framework for Simulating Acoustic Waves Propagation Enhanced by Neural Networks

Accurate simulation of sound propagation is pivotal across a spectrum of disciplines ranging from virtual reality to architectural acoustics. This study delves into the innovative convergence of ray tracing techniques and neural networks to improve the existing implementations of sound propagation simulation. Traditional methods, though valuable, are hindered by computational demands and inherent approximations. In response, this future research is going to introduce a novel approach that harnesses the precision of ray tracing and the pattern recognition prowess of neural networks.