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
Update: Mar 16 2021 Contact us by email