NVIDIA GTC: Using Physics Informed Neural Networks and SimNet to Accelerate Product Development

This presentation, given at the NVIDIA GPU Technology Conference, is a deep dive into physics-informed neural networks (PINNs). This innovative technology is able to provide real-time simulation results within the design environment, and could even create 'intelligent CAD' to guide the user towards the most functional design. The benefits of a physics informed neural network is the ability to perform bi-directional simulation, to scale linearly with additional GPUs, and to utilize an unstructured point cloud to enable meshless implementations. These advances greatly impact the efficacy and speed of the product development process.

Видео NVIDIA GTC: Using Physics Informed Neural Networks and SimNet to Accelerate Product Development канала Kinetic Vision