MindScience 0.1.0-rc1

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!