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From maxwell’s equations to artificial intelligence: The evolution of physics-guided AI in nanophotonics and electromagnetics

Omar A. M. Abdelraouf, Abdulrahman M.A. Ahmed, Emadeldeen Eldele, Ahmed Omar

2025Optics & Laser Technology8 citationsDOI

Topics & Concepts

NanophotonicsElectromagneticsMaxwell's equationsScattering-matrix methodElectromagnetismComputational electromagneticsPhysicsElectromagnetic theoryElectromagnetic fieldComputer scienceClassical mechanicsEngineering physicsOpticsQuantum mechanicsNeural Networks and Reservoir ComputingOptical Network TechnologiesPhotonic and Optical Devices
From maxwell’s equations to artificial intelligence: The evolution of physics-guided AI in nanophotonics and electromagnetics | Litcius