ASYS demonstrates that AI agents can automatically discover interpretable mathematical formulas for complex PDE solutions, offering a new way to understand physical systems that goes beyond traditional numerical methods and neural network black boxes.
This paper presents Agentic Symbolic Search (ASYS), a system that automatically discovers mathematical formulas describing PDE solutions by combining symbolic search with gradient optimization.