Gnomon: Physics-Informed Link-State Forecasting for LEO Networks
Electromagnetics
Gnomon introduces a physics-informed system that reconstructs LEO satellite serving geometry and signal attenuation to forecast user-perceived downlink/uplink throughput and RTT under varying trace availability.
See LICENSE file LEO satellitePhysics-Informed Neural Networklink prediction