Fig. 1: Transfer learning strategy for EMFF-2025 model.
From: EMFF-2025: a general neural network potential for energetic materials with C, H, N, and O elements

Top is the pre-trained model (DP-CHNO-2024) taken from our previous work52. The bottom highlights the training strategy of EMFF-2025 model.