A Frobenius-Optimal Projection for Enforcing Linear Conservation in Learned Dynamical Models

John M. Mango, Ronald Katende

We consider the problem of restoring linear conservation laws in data-driven linear dynamical models. Given a learned operator $\hat{A}$ and a full-rank constraint matrix $C$ e…