Learning First Integrals via Backward-Generated Data and Guided Reinforcement Learning

Jingfeng Zhong, Zhengxiang Liu, Zhijie Wang +1

The discovery of first integrals is of fundamental scientific importance for understanding conservation laws in dynamical systems. However, existing symbolic computation tools and…