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TY - JOUR AU - Trávníková, Veronika AU - von Lieres, Eric AU - Behr, Marek TI - Quantifying data needs in surrogate modeling for flow fields in two-dimensional stirred tanks with physics-informed neural networks JO - Physics of fluids VL - 37 IS - 11 SN - 1527-2435 CY - [Erscheinungsort nicht ermittelbar] PB - American Institute of Physics M1 - FZJ-2025-04460 SP - 117112 PY - 2025 LB - PUB:(DE-HGF)16 DO - DOI:10.1063/5.0291054 UR - https://juser.fz-juelich.de/record/1047685 ER -