Synergistic Use of AI and Physics Models in Planning and Controlling Multi-Band Optical Networks

WDM optical transport utilizing dual-polarization coherent technologies relies on robust physics models abstracting lightpaths as AWGN channels. These models require accurate physics descriptions for digital twin utilization in planning and control. AI techniques, particularly in multi-band scenarios, can play a vital role to this purpose.