PDE-READ: Human-readable Partial Differential Equation Discovery using Deep Learning

Robert Stephany, Christopher Earls

PDE discovery shows promise for uncovering predictive models of complex physical systems but has difficulty when measurements are sparse and noisy. We introduce a new approach for…