Cover Image

Temporal Contrastive Learning through implicit non-equilibrium memory

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Falk, Martin J., Strupp, Adam T., Scellier, Benjamin, Murugan, Arvind
Format:	Preprint
Published:	2023
Subjects:	Disordered Systems and Neural Networks Soft Condensed Matter Statistical Mechanics Molecular Networks
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning to control non-equilibrium dynamics using local imperfect gradients
by: Floyd, Carlos, et al.
Published: (2024)

Contrastive learning in tunable dynamical systems
by: Stern, Menachem, et al.
Published: (2026)

Kovacs-like memory effect in a sheared colloidal glass: role of non-affine flows
by: Mandal, Maitri, et al.
Published: (2025)

Non-equilibrium dynamic hyperuniform states
by: Lei, Yusheng, et al.
Published: (2024)

Creating equilibrium glassy states via random particle bonding
by: Ozawa, Misaki, et al.
Published: (2023)

K-core attack, equilibrium K-core, and kinetically constrained spin system
by: Zhou, Hai-Jun
Published: (2024)

Cooperative motion in equilibrium phases across two-dimension melting in pure and disordered systems
by: Dutta, Saikat, et al.
Published: (2024)

Statistical field theory of equilibrium amorphous solids and the intrinsic heterogeneity distributions that characterize them
by: Goldbart, Paul M.
Published: (2025)

Real-space model for activated processes in rejuvenation and memory behavior of glassy systems
by: Rahman, Mahajabin, et al.
Published: (2022)

The nature of non-phononic excitations in disordered systems
by: Schirmacher, Walter, et al.
Published: (2023)

Memories of amplitude and direction coexist and compete in non-Brownian suspensions
by: Padamata, Surendra, et al.
Published: (2025)

Controlling the Glass Transition through Active Fluctuating Interactions
by: Sezik, Emir, et al.
Published: (2025)

Collective spatial reorganization from arrest to peeling and migration through density-dependent mobility in internal-state coordinates
by: Goswami, Yagyik
Published: (2026)

The Physical Effects of Learning
by: Stern, Menachem, et al.
Published: (2023)

Learning microstructure in active matter
by: Dasgupta, Writu, et al.
Published: (2026)

Learning protocols for the fast and efficient control of active matter
by: Casert, Corneel, et al.
Published: (2024)

Unraveling anomalous relaxation effects in the thermodynamic limit
by: Pomares, Emilio, et al.
Published: (2026)

Learning thermodynamics and topological order of the 2D XY model with generative real-valued restricted Boltzmann machines
by: Zhang, Kai
Published: (2024)

Limits on the computational expressivity of non-equilibrium biophysical processes
by: Floyd, Carlos, et al.
Published: (2024)

Time-dependent dynamics in the confined lattice Lorentz gas
by: Squarcini, A., et al.
Published: (2024)

A geometric approach to predicting plasticity in disordered solids
by: Huang, Long-Zhou, et al.
Published: (2025)

Structural Order Drives Diffusion in a Granular Packing
by: Luce, David, et al.
Published: (2025)

Effective-medium theory for elastic systems with correlated disorder
by: Escobar-Agudelo, Jorge M., et al.
Published: (2025)

Activation and Avalanche Length Scales in the Finite-Temperature Creep of an Elastic Interface
by: Russo, Giovanni, et al.
Published: (2026)

Irreversible Monte Carlo algorithms for hard disk glasses: from event-chain to collective swaps
by: Ghimenti, Federico, et al.
Published: (2024)

Effect of Random Pinning on the Yielding Transition of Amorphous Solid under Oscillatory Shear
by: Chatterjee, Roni, et al.
Published: (2024)

Memory formation in dense persistent active matter
by: Agoritsas, Elisabeth, et al.
Published: (2024)

Avalanches in active glasses with finite persistence
by: Wiese, Roland, et al.
Published: (2025)

Glass and jamming transitions in a random organization model
by: Galliano, Leonardo, et al.
Published: (2026)

Ductile and brittle yielding of athermal amorphous solids: a mean-field paradigm beyond the random field Ising model
by: Parley, Jack T., et al.
Published: (2023)

Avalanche criticality emerges by thermal fluctuation in a quiescent glass
by: Takaha, Yuki, et al.
Published: (2024)

A replica theory for the dynamic glass transition of hardspheres with continuous polydispersity
by: Kim, Hyonggi, et al.
Published: (2024)

A shape-driven reentrant jamming transition in confluent monolayers of synthetic cell-mimics
by: Arora, Pragya, et al.
Published: (2024)

Quantifying when hyperuniformity of a many-particle system leads to uniformity across length scales
by: Vanoni, Carlo, et al.
Published: (2025)

Yielding in amorphous solids reveals an age-dependent intrinsic lengthscale
by: Sreekumari, Aparna, et al.
Published: (2023)

Rare-Event-Induced Ergodicity Breaking in Logarithmic Aging Systems
by: Li, Chunyan, et al.
Published: (2025)

Irreversible swap algorithms for soft sphere glasses
by: Nishikawa, Yoshihiko, et al.
Published: (2025)

The distinguishable-particle lattice model of glasses in three dimensions
by: Li, Bo, et al.
Published: (2023)

Non-reciprocal frustration: time crystalline order-by-disorder phenomenon and a spin-glass-like state
by: Hanai, Ryo
Published: (2022)

Collective relaxation dynamics in a three-dimensional lattice glass model
by: Nishikawa, Yoshihiko, et al.
Published: (2023)