Multiple memory formation in glassy landscapes
arXiv:2101.01632 · doi:10.1126/sciadv.abg7133
Abstract
Cyclically sheared jammed packings form memories of the shear amplitude at which they were trained by falling into periodic orbits where each particle returns to the identical position in subsequent cycles. While simple models that treat clusters of rearranging particles as isolated two-state systems offer insight into this memory formation, they fail to account for the long training times and multi-period orbits observed in simulated sheared packings. We show that adding interactions between rearranging clusters overcomes these deficiencies. In addition, interactions allow simultaneous encoding of multiple memories which would not have been possible otherwise. These memories are different in an essential way from those found in other systems, such as multiple transient memories observed in sheared suspensions, and contain information about the strength of the interactions.
arXiv comment7 pages, 6 figures
References in corpus (20)
- Hysteresis and hierarchies: dynamics of disorder-driven first-order phase transformations
- Memory formation in matter
- Onset of Irreversibility and Chaos in Amorphous Solids Under Periodic Shear
- Mechanical and microscopic properties of the reversible plastic regime in a 2D jammed material
- Persistent memory in athermal systems in deformable energy landscapes
- Multiple transient memories in experiments on sheared non-Brownian suspensions
- Generic transient memory formation in disordered systems with noise
- Networks and Hierarchies: How Amorphous Materials Learn to Remember
- Strength of Mechanical Memories is Maximal at the Yield Point of a Soft Glass
- Global Memory from Local Hysteresis in an Amorphous Solid
- Multiperiodic orbits from interacting soft spots in cyclically-sheared amorphous solids
- Period proliferation in periodic states in cyclically sheared jammed solids
- Multiple transient memories in sheared suspensions: robustness, structure, and routes to plasticity
- State transition graph of the Preisach model and the role of return point memory
- Self-Organized Short-Term Memories
- Cyclic annealing as an iterated random map
- Subharmonics and Aperiodicity in Hysteresis Loops
- Memory Effects in Schematic Models of Glasses Subjected to Oscillatory Deformation
- Noise Stabilization of Self-Organized Memories
- Hysteresis multicycles in nanomagnet arrays
Cited by in corpus (10)
- Complex pathways and memory in compressed corrugated sheets
- Memory from coupled instabilities in unfolded crumpled sheets
- Emergent Disorder and Mechanical Memory in Periodic Metamaterials
- Sequential Snapping and Pathways in a Mechanical Metamaterial
- Mechanical annealing and memories in a disordered solid
- Cooperative effects driving the multi-periodic dynamics of cyclically sheared amorphous solids
- Dissipation indicates memory formation in driven disordered systems
- Memory in Non-Monotonic Stress Response of an Athermal Disordered Solid
- Competition between energy and dynamics in memory formation
- Profusion of Transition Pathways for Interacting Hysterons