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- W4229017152 abstract "SignificanceMany protocols used in material design and training have a common theme: they introduce new degrees of freedom, often by relaxing away existing constraints, and then evolve these degrees of freedom based on a rule that leads the material to a desired state at which point these new degrees of freedom are frozen out. By creating a unifying framework for these protocols, we can now understand that some protocols work better than others because the choice of new degrees of freedom matters. For instance, introducing particle sizes as degrees of freedom to the minimization of a jammed particle packing can lead to a highly stable state, whereas particle stiffnesses do not have nearly the same impact." @default.
- W4229017152 created "2022-05-08" @default.
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- W4229017152 date "2022-05-05" @default.
- W4229017152 modified "2023-09-27" @default.
- W4229017152 title "Transient learning degrees of freedom for introducing function in materials" @default.
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- W4229017152 doi "https://doi.org/10.1073/pnas.2117622119" @default.
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