AI Uncovers New Physics in Dusty Plasmas

Researchers at Emory used a physics-guided neural network trained on limited 3D particle-trajectory data from dusty plasma to reveal non-reciprocal inter-particle forces with over 99% accuracy, challenging some standard assumptions about charge-related scaling and distance decay and demonstrating a general AI workflow to discover new physical laws in complex many-body systems.