Method for predicting virus mutation probability based on photon chip

Abstract

The invention provides a prediction method based on a photon chip virus mutation probability, and belongs to the technical field of optical chips. In the prediction method based on the virus mutation probability of the photon chip, a plurality of prediction layers and passing layers are established on the photon chip, and a probability value of mutation is given to any segmentation node in each prediction layer, so that a light beam enters the prediction layer with one segmentation node; and outputting a series of passing nodes on the connecting layer coupled with the prediction layer at the tail end, and analyzing the intensity of the series of light beams transmitted by the passing nodes so as to simultaneously output all possibilities of variation of variation sites in the virus. Therefore, the method provided by the invention does not need a large number of model training processes, and can output all possibilities of the virus variation sites at the same time, thereby greatly improving the prediction rate of the virus variation sites.

Description

technical field [0001] The invention relates to the technical field of optical chips, in particular to a method for predicting virus mutation probability based on photonic chips. Background technique [0002] The evolution trend of the new coronavirus mutation is a major problem that needs to be studied and solved urgently. By studying the protein mutation sites in the new coronavirus, all the probabilities of the mutation sites in the new coronavirus method can be predicted. In the prior art, machine learning is used to simulate the probability of obtaining the mutation site of the new coronavirus. However, in the simulation process, a lot of training samples need to be trained, especially for huge data sets, it takes a lot of time, and each training can only get the probability of one mutation site. Therefore, how to quickly obtain the new coronavirus mutation site It is very important to obtain all the possibilities of the new coronavirus mutation sites at the same time ...

AI Technical Summary

Problems solved by technology

In the existing technology, photonic chips can solve simple mathematical problems, but no one has conducted experimental research on the probability prediction of the mutation site of the new coronavirus and the analysis of all mutation possibilities

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