Our partners @ADVAOpticalNews @TU_Muenchen together with @tcddublin and @polimi will present an Experimental Demonstration of ML-Based DWDM System Margin Estimation @ofcconference. The proposal estimates margins w/o detailed knowledge of the network. @CELTIC_AI_NET @CelticNext