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NeRF-Inspired Neural Fields for 3D Super-resolution of Reacting-Flows

Amarathunga, Dakshaka Vishwajith et al.
arXiv (All) · Papers
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fluid-dynamics
The multiscale nature of turbulent reacting flows and the importance of fine-scale structures pose challenges for super-resolution. We investigate a 3D super-resolution framework inspired by Neural Radiance Fields (NeRF), called Neural Field Super-Resolution (NFSR), to reconstruct fine-resolution fi
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