Kailiang Wu

Positional Knowledge is All You Need: Position-induced Transformer (PiT) for Operator Learning

Operator learning for Partial Differential Equations (PDEs) is rapidly emerging as a promising approach for surrogate modeling of intricate systems. Transformers with the self-attention mechanism---a powerful tool originally designed for natural language processing---have recently been adapted for o…