CINOC: Cardinality-Invariant Neural Operator Policies for Scalable PDE Control

Pietro Zanotta, Dibakar Roy Sarkar, Honghui Zheng +2

Controlling partial differential equations (PDEs) with learning-based policies remains fundamentally limited by fixed-dimensional representations: policies trained for a specific s…