Dataset for fine-tuning physics-informed neural networks for cavity flows using coordinate transformation

Zenodo (CERN European Organization for Nuclear Research) 2026 Dataset Open access

Read full text
Authors: Ryuta Takao, Satoshi Ii
DOI: 10.5281/zenodo.18976950
Cited by: 0

Abstract

This dataset and code were used in the articles published in the following journals. Ryuta Takao, Satoshi Ii. Fine-tuning physics-informed neural networks for cavity flows using coordinate transformation. Computer & Fluids, 306, 2025, 106957, https://doi.org/10.1016/j.compfluid.2025.106957

Fields of Study & Subjects

Model Reduction and Neural Networks Neural Networks and Applications Computational Fluid Dynamics and Aerodynamics

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
12 March 2026
Language
EN
Document type
Dataset