Models
包括 8
种具有平移、旋转和置换不变性的特征类型
1. 2-body(2b)
2. 3-body(3b)
3. 2-body Gaussian(2b gauss)
4. 3-body Cosine(3b cos)
5. Moment Tensor Potential(MTP)
6. Spectral Neighbor Analysis Potential(SNAP)
7. DP-Chebyshev(dp1)
8. DP-Gaussian(dp2)
4
种训练模型
1. Linear
2. Neural Network(NN)
3. DP se_e2_a(Pytorch)
4. Neuroevolution Potential(NEP)
2
种高效的训练优化器
1. Adaptive Moment Estimation (ADAM)
2. Reorganized Layer Extended Kalman Filtering (LKF)