Six input-conditioned DeepONet variants match or approach modified DeepONet accuracy on four PDE benchmarks with roughly half the training time.
Positional knowledge is all you need: position-induced transformer (PiT) for operator learning
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Efficient Transformer-Inspired Variants of Physics-Informed Deep Operator Networks
Six input-conditioned DeepONet variants match or approach modified DeepONet accuracy on four PDE benchmarks with roughly half the training time.