Programmable rational design method for whole process of nanocrystal material mathematical model, database and AI algorithm

A technology of nanocrystals, modeling methods, applied in electrical digital data processing, computer-aided design, design optimization/simulation, etc.

Pending Publication Date: 2022-04-12
SHENZHEN INST OF ADVANCED TECH
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Problems solved by technology

[0004] However, the basic idea of ​​the above research mainly focuses on the process automation of organic materials and biological materials and the material performance evaluation of mobile robots. There are few reports on the dynamics of nanocrystals with the assistance of robots / robot systems.

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  • Programmable rational design method for whole process of nanocrystal material mathematical model, database and AI algorithm
  • Programmable rational design method for whole process of nanocrystal material mathematical model, database and AI algorithm
  • Programmable rational design method for whole process of nanocrystal material mathematical model, database and AI algorithm

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Embodiment Construction

[0057] In order to make the above objects, features, and advantages of the present invention, the specific embodiments of the present invention will be described in detail below, but it is not understood to be limited to the embodiments of the present invention.

[0058] Such as figure 1 As shown, a digitized and programmable robot aid for nanocrystals is provided, the apparatus including a nanocrystalline prepared reaction execution module, a nanocrystalline reactive liquid information acquisition module, and a data storage and calculation module; the preparation reaction is performed. The module includes a component for performing a preparation reaction; the nano-crystalline reaction liquid information acquisition module includes a component that acquires nanocrystallographography or color characteristics; the data storage and computing modules include experimental data, experimental results, acquisition data. The storage component and the calculation module for controlling the ...

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Abstract

The invention relates to a programmable rational design method for a mathematical model, a database and an AI algorithm whole process of a nanocrystal material. Specifically, the invention discloses a full-process programmable rationality-based robot auxiliary device which comprises a nanocrystal preparation reaction execution module, a nanocrystal reaction liquid information acquisition module and a data storage and calculation module. Growth kinetic research of nanocrystals is realized through the equipment, a growth kinetic model and a related database are established, and a programmable rational design method is realized through machine learning. The equipment provided by the invention is full-automatic and higher in parallelism and accuracy, and reliable results can be realized under different experimental conditions verified by the equipment provided by the invention.

Description

Technical field [0001] The present invention belongs to the novel material preparation technology and digital manufacturing technology, and more particularly to the study of macroscopic scale level robotic process automation preparation and atomic scale level topography controlled crystal growth, realizing the automated control of robotic-assisted nanoflite morphology control synthesis. Background technique [0002] In recent years, domestic and foreign countries have focused on digital drive materials innovation, the advantages of cross-integration of development materials and artificial intelligence technologies are increasingly obvious: efficiency and accuracy are improved [1-3]; depending on the calculation resource is reduced [4 , 5]; Machine learning algorithm and self-training ability are strengthening [6,7]; learning scale and database are widened [8,9]; functional materials are gradually mature [1, 10]. However, reliable experimental data and specific nature descriptor (...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F30/20G06F113/26G06F119/14
Inventor 赵海涛喻学锋陈薇陈子健张雪
Owner SHENZHEN INST OF ADVANCED TECH
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