The invention relates to the technical field of
silicon waveguide and
optical fiber coupling, and particularly provides an AI-based
silicon waveguide-
optical fiber mode field self-alignment
coupling method and
system, and the method comprises the steps: monitoring the
strain distribution of a
chip in real time through an integrated distributed
fiber bragg
grating array, and obtaining the
light field intensity distribution of a
coupling region through cooperation with a near-field optical
probe array; constructing a deep space-time convolutional network, and generating a deformation compensation vector and a
waveguide reconstruction parameter by an output layer; a
nanofluid channel is integrated on the side wall of the waveguide, and the
refractive index of liquid is adjusted through an
electrowetting effect to realize dynamic broadening of a mode field; and the electrostatic driving micro-beam embedded below the waveguide adjusts the spatial
pose of the waveguide according to an instruction of an output layer of the depth space-time convolutional network. The
system comprises a
light field intensity acquisition module, a convolutional
network construction module and a spatial
pose adjustment module. According to the method, real-time analysis and prediction are performed, so that
system parameters are actively adjusted, and alignment precision and stability are improved.