Nature Communications

One-shot learning for solution operators of partial differential equations

• Anran Jiao
• Haiyang He
• Rishikesh Ranade
• Jay Pathak
• Lu Lu

2025-09-25

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DOI https://doi.org/10.1038/s41467-025-63076-z