RELEASE.md · CaoWenbin/mindscience

# **MindScience 0.1.0**

## MindScience 0.1.0 Release Notes

### Major Features and Improvements

#### MindElec

* Provide physics-driven and data-driven neural network for electromagnetic simulation
* Support CSG geometry model construction and CAD format data processing
* Include multiple scale filtering and dynamic adaptive weighted loss for improving performance
* Provide visualization tools for electromagnetic fields and scattering parameters

#### **MindSPONGE**

* Provide basic toolkits for molecular simulation, including MSA dataset, molecular pre-trained model(service on HUAWEI CLOUD), molecular dynamics。
* MSA dataset：Multiple Sequence Alignment Dataset for protein structure and function research
* Molecular Pre-trained Model：Trained with 1.7 billion compounds and its downstream tasks achieve SOTA
* Molecular Dynamics：Support basic MD functions，such as NPT, NVT, NVE and Minimization

#### Contributors

Thanks goes to these wonderful people:

yufan, gaoyiqin, wangzidong, yangkang, lujiale, shibeiji, liuhongsheng, liyang, wengbingya, chuhaotian, huangxiang, wangmin, niningxi, zhangxinfeng, yujialiang, qianjiahong, chenmengyun, yanglijiang, yangyi, huangyupeng, xiayijie, zhangjun, linxiaohan, chendiqing

Contributions of any kind are welcome!

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