Silicon-based photon chip design method and system based on neural network, storage medium and electronic device

The invention provides a silicon-based photon chip design method and system based on a neural network, a storage medium and an electronic device, and the method mainly comprises the following steps: obtaining an initial structure parameter of a target chip, inputting a forward prediction model, training and predicting an optimal chip performance parameter corresponding to the chip structure parameter, simulating and judging the predicted optimal chip performance parameter until an optimal structure parameter corresponding to the optimal chip performance parameter of the target chip is obtained; setting expected target parameters including a target device, a target chip performance parameter and a device size, inputting the expected target parameters into a reverse design model, training and predicting expected structure parameters corresponding to the expected target parameters, and converting and outputting the expected structure parameters into a chip layout for image display; the method at least has the ch