Recovery of Herschel-Bulkley Fluid Parameters from Video via Differentiable Simulations

Recreating the physical behavior of fluids from real-world footage remains a significant challenge, particularly for non-Newtonian fluids. This work introduces a novel method that combines neural radiance fields (NeRF), which map 3D scene coordinates to color and density using deep neural networks,...

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Bibliographic Details
Main Author: Eastman, John M.
Other Authors: Matusik, Wojciech
Format: Thesis
Published: Massachusetts Institute of Technology 2024
Online Access:https://hdl.handle.net/1721.1/157204