Cyclic inverse design on athermal disordered sphere packings produces an emergent marginally absorbing manifold that encodes return-point memory of the training range through gradient discontinuities.
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2 Pith papers cite this work. Polarity classification is still indexing.
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A bar-and-spring mechanical hysteron enables tunable interactions of general sign, providing a physical design platform for arbitrary non-equilibrium mechanical behaviors.
citing papers explorer
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Learning by training: emergent return-point memory from cyclically tuning disordered sphere packings
Cyclic inverse design on athermal disordered sphere packings produces an emergent marginally absorbing manifold that encodes return-point memory of the training range through gradient discontinuities.
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Mechanical hysterons with tunable interactions of general sign
A bar-and-spring mechanical hysteron enables tunable interactions of general sign, providing a physical design platform for arbitrary non-equilibrium mechanical behaviors.