Modal Resonator

Modal resonators are physical systems exhibiting resonant behavior at specific frequencies, finding applications in diverse fields from acoustics and photonics to drug delivery and signal processing. Current research focuses on optimizing resonator design for specific functionalities, employing techniques like variational autoencoders for inverse design in acoustics and reinforcement learning for optimizing optical resonator performance in communication systems. These advancements are improving the efficiency and accuracy of resonator design, leading to more effective sound attenuation, faster drug release mechanisms, and enhanced performance in optical computing and signal processing applications.