Networks are systems comprised of two or more connected devices, biological organisms or other components, which typically ...

Testing a total artificial heart To observe real-time blood flow in an artificial heart in the MRI, researchers at Linköping University built a full-scale model of the human circulatory system.

Abstract: In this paper, we present a new framework that combines Graph Neural Networks with Temporal Convolutional Networks (GNN-TCN) for turbulent flow modeling with Smoothed Particle Hydrodynamics ...

To improve training efficiency, we provide a better set of parameters for Flow-GRPO. We found the following adjustments significantly accelerate training: We propose Flow-GRPO-Fast, an accelerated ...