TY - RPRT TI - One-shot learning for solution operators of partial differential equations AU - Jiao, Anran [Yale Univ., New Haven, CT (United States)] (ORCID:000900076084110X) AU - He, Haiyang [Ansys Inc., San Jose, CA (United States)] AU - Ranade, Rishikesh [NVIDIA, Santa Clara, CA (United States)] AU - Pathak, Jay [Ansys Inc., San Jose, CA (United States)] (ORCID:0000000229422771) AU - Lu, Lu [Yale Univ., New Haven, CT (United States)] (ORCID:0000000254765768) PY - 2025 DO - 10.1038/s41467-025-63076-z UR - https://www.osti.gov/biblio/3365158 ID - 3365158 ER -