Coupled Multiwavelet Operator Learning for Coupled Differential Equations

Xiongye Xiao, De-An Cao, Ruochen Yang, Gaurav Gupta, Gengshuo Liu +3 more
2/12/2026

No official code found. Best implementation: junfeng-chen/position_induced_transformer (25 stars, MIT, last commit 2025-06-03).

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Code Implementations(1)

junfeng-chen/position_induced_transformerCommunity100%
MIT

PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations

251PythonMay 16, 20241 years agoMIT
ai4scienceattention-mechanismoperator-learningscientific-machine-learningsurrogate-models+1 more

Cite this paper

@article{xiao2026coupled,
  title  = {Coupled Multiwavelet Operator Learning for Coupled Differential Equations},
  author = {Xiongye Xiao and De-An Cao and Ruochen Yang and Gaurav Gupta and Gengshuo Liu and Chenzhong Yin and Radu Balan and P. Bogdan},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:eab89c05faa1ed6dc37875979d78424e761a147a},
  journal = {ICLR 2023 2023}
}

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