Enhancing Transformer Representations of Symbolic ODE Expressions

Xiyue Fan, Adam Prugel-Bennett, Stuart E. Middleton

Existing approaches to solving differential equations, such as symbolic regression, physics informed neural networks, and neural operators, typically focus on numerical approximati…