Learned Lagrangian Models of PDEs via Euler-Lagrange Residual Minimization

Lyra Zhornyak, Eric Forgoston, M. Ani Hsieh

We present the first method to directly use a learned continuous Lagrangian to forecast the dynamics of systems governed by partial differential equations, exploiting the inherent…