MathematicsPDEformer-2 Extends Foundation Models to Two-Dimensional PDEsA computational-graph representation and coordinate queries let one pretrained model address diverse 2D PDE forms after training on a 40 TB dataset.math.NASep 15, 20264 min2507.15409