UCLA, University of Utah · Text-to-Video
PhysMotion
Generates physics-grounded video dynamics from a single image by combining 3D Gaussian splatting with differentiable Material Point Method simulation and diffusion-based refinement. Produces physically plausible motion constrained by continuum mechanics priors rather than pure data-driven generation.
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