Can I read Deep Learning for Phononic Crystal Design on EtoBox?
Deep Learning for Phononic Crystal Design by mosa.almutahhar is a document available to read on EtoBox.
What is Deep Learning for Phononic Crystal Design about?
This research article presents a deep-learning framework for the inverse design of phononic crystals aimed at enhancing wave attenuation. It employs a convolutional neural network to predict band structures and utilizes a generative adversarial network for topology design, ultimately achieving an optimized phononic crystal with improved acoustic insulation. The study highlights the potential of data-driven approaches in advancing the design of materials with specific wave propagation characteristics.
- Author
- mosa.almutahhar
- Language
- EN