Open Internet by MindsNet

Neural Networks Failing to Align with Physical Laws

Graph Neural Networks (GNNs) sometimes break fundamental physical laws due to their architectural limitations. This misalignment can lead to inaccurate predictions and unreliable applications. The challenge lies in developing GNNs that consistently respect physical principles.

Computing & Technology, Computer Science, Machine Learning