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## Walrus in Action
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<source src="/images/blog/walrus/mult-render_nohead.mp4" type="video/mp4">
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Starting from a Walrus checkpoint can speed up learning for the emulation of 2D and 3D physics across an unprecedented number of equations, boundary conditions, physical parameterizations, resolutions, and aspect ratios, offering higher accuracy on downstream tasks than prior foundation models.
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