DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks

Maryam Toloubidokhti, Yubo Ye, R. Missel, Xiajun Jiang, Nilesh Kumar +2 more

2/12/2026

No official code found. Best implementation: maryamTolou/DATS_ICLR2024 (7 stars, last commit 2024-03-15).

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maryamTolou/DATS_ICLR2024Community69%

Implementation of DATS -- Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks -- ICLR 2024

71PythonMar 14, 20242 years ago

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@article{toloubidokhti2026dats,
  title  = {DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks},
  author = {Maryam Toloubidokhti and Yubo Ye and R. Missel and Xiajun Jiang and Nilesh Kumar and Ruby Shrestha and Linwei Wang},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:e591c8e24fa5cdf0857170ac7ed8558a706f39e0},
  journal = {ICLR 2024 2024}
}

DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks

Code Implementations(1)

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