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Method, system, electronic device and storage medium for predicting properties of luminescent materials

A technology of luminescent materials and prediction methods, which is applied in the field of data processing, can solve the problems of small amount of data and low prediction accuracy, and achieve the effects of reducing dependence, improving accuracy, and reducing costs

Active Publication Date: 2021-07-02
JIHUA LAB
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Problems solved by technology

[0006] The first purpose of the present invention is to provide a method for predicting the properties of organic electroluminescent materials to solve the defects of low data volume and low prediction accuracy in the prior art

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  • Method, system, electronic device and storage medium for predicting properties of luminescent materials
  • Method, system, electronic device and storage medium for predicting properties of luminescent materials

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Embodiment Construction

[0053] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the present invention.

[0054] It should be noted that all directional indications (such as up, down, left, right, front, back...) in the embodiments of the present invention are only used to explain the relationship between the components in a certain posture (as shown in the figure). Relative positional relationship, movement conditions, etc., if the specific posture changes, the directional indication will also change accordingly.

[0055] It should also be noted that whe...

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Abstract

The present invention relates to the technical field of data processing, and specifically discloses a method, system, electronic device and storage medium for predicting properties of luminescent materials, including the following steps: input sample data of luminescent materials into the first deep learning model for training, and obtain the second Deep learning model; obtain the first image data of the simplified chemical structure of the luminescent material to be predicted; enhance the first image data to obtain second image data; input the second image data into the second deep learning model , to predict the luminescent properties of luminescent materials. The technical solution provided by the present invention can automatically predict the luminescent properties of luminescent materials by adopting the artificial intelligence method of deep learning, thereby greatly reducing the cost of manually verifying the properties of luminescent materials, thereby accelerating the process of research and development of luminescent materials.

Description

technical field [0001] The invention relates to the technical field of data processing, in particular to a method, system, electronic equipment and storage medium for predicting properties of luminescent materials. Background technique [0002] Organic electroluminescent materials (hereinafter referred to as luminescent materials) refer to polymer or small molecule organic materials that can emit light under the action of an electric field. Organic light-emitting molecules based on electron donors (Donor) and electron acceptors (Acceptor) play a very important role in the field of organic electroluminescent materials. The unique charge transfer properties of donor-acceptor organic light-emitting molecules make it an ideal system for regulating the excited state properties of molecules. Based on the molecular design of donor units and acceptor units, smaller singlet-triplet energy poles can be realized. Poor, and then achieve 100% exciton utilization. The traditional method...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06K9/62G06N3/04G06N3/08G16C20/30G16C20/50G16C20/70G16C60/00
CPCG06N3/088G16C20/30G16C20/50G16C20/70G16C60/00G06N3/045G06F18/24G06F18/214
Inventor 胡晗李志强毕海宋小贤王悦
Owner JIHUA LAB
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