JAMIP (Jilin Artificial-intelligence aided Materials-design Integrated Package) is an open-source integrated infrastructure designed purposely for computational materials informatics.  The software exploits the intelligent power of artificial intelligence algorithms in massive materials data from high-throughput calculations to seek novel materials, optimal functionalities, new principles, etc. With emphasis on automation, extensibility, reliability and intelligence, it is integrated by intimately connected units of Data generation (e.g., high-throughput materials calculations and screening), Data collecting (e.g., automatic data extraction, management and storage) and Data learning (e.g., integrated descriptors engineering, and machine-learning based data mining functions).

The JAMIP software is developed by Prof. Lijun Zhang Research Group at Jilin University, China and is protected by the Copyright Protection Center of China with the registration No. 2017SR514752 and 2021SR0349238.

JAMIP (Jilin Artificial-intelligence aided Materials-design Integrated Package) is an open-source integrated infrastructure designed purposely for computational materials informatics.  The software exploits the intelligent power of artificial intelligence algorithms in massive materials data from high-throughput calculations to seek novel materials, optimal functionalities, new principles, etc. With emphasis on automation, extensibility, reliability and intelligence, it is integrated by intimately connected units of Data generation (e.g., high-throughput materials calculations and screening), Data collecting (e.g., automatic data extraction, management and storage) and Data learning (e.g. , integrated descriptors engineering, and machine-learning based data mining functions).

The JAMIP software is developed by Prof. Lijun Zhang Research Group at Jilin University, China and is protected by the Copyright Protection Center of China with the registration No. 2017SR514752 and 2021SR0349238.

Materials production factory

Built-in structure prototype database

High-throughput calculations engine

Tasks submission and monitoring system

Artificial intelligence optimization guided tasks

Data extraction and analysis toolkits

Self-contained database for data storage

Machine-learning based data mining functions

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Key features

Copyright © 2021, Lijun Zhang Research Group, Jilin University, China