Exploring foci of:
Zenodo (CERN European Organization for Nuclear Research)
Dataset - Deep Recurrent Optical Flow Learning for Particle Image Velocimetry Data
January 2021 • Christian Lagemann, Kai Lagemann, Sach Mukherjee, Wolfgang Schröder
This is the official dataset of Recurrent All-Pairs Field Transforms for Particle Image Velocimetry Data (RAFT-PIV) published in Nature Machine Intelligence. In this work, we propose a deep neural network-based approach for learning displacement fields in an end-to-end manner, focusing on the specific case of Particle Image Velocimetry (PIV). <br> PIV is a key approach in experimental fluid dynamics and of fundamental importance in diverse applications, including automotive, aerospace, and biomedical engineering. …
Particle Image Velocimetry
Optical Flow
Artificial Intelligence
Computer Science
Physics
Optics
Meteorology
Oceanography
Turbulence