no code implementations • 26 May 2022 • Fangzheng Sun, Yang Liu, Jian-Xun Wang, Hao Sun
The key concept is to interpret mathematical operations and system state variables by computational rules and symbols, establish symbolic reasoning of mathematical formulas via expression trees, and employ a Monte Carlo tree search (MCTS) agent to explore optimal expression trees based on measurement data.
1 code implementation • 5 May 2021 • Fangzheng Sun, Yang Liu, Hao Sun
Dynamical systems are typically governed by a set of linear/nonlinear differential equations.
