General & Applied Physics · Physics & Astronomy
Adaptation & Self-Organizing Systems
The newest papers in Adaptation & Self-Organizing Systems that ReadSearch has read, newest first. Each links to its own page, with its authors, date, where it was published and the original.
13 papers, from 10 September 2026 to 4 November 2026: 13 arXiv preprints.
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Newest papers
Emergent Incompressibility in Polariton Condensates for Scalable XY Spin Simulation
Driven-dissipative polariton networks offer a powerful analog platform for simulating continuous-spin Hamiltonians.Beliefs in feedback: Factored representations of interacting agents in transformers
Complex systems, from ecosystems to brains, are usually modeled as modular components coupled through feedback rather than as indivisible wholes.Boom-Busty Marketron as a Model of Market Dynamics: How Investor-Market Reflexivity Amplifies Non-Equilibrium
We introduce the Boom-Busty Marketron, a model of a multi-asset market in which the demand of a single collective investor moves prices and itself depends on market performance.Stationary Action Principles for Neuronal Growth
Neuronal growth is guided by biochemical, mechanical, and geometrical cues while being influenced by stochastic fluctuations in cytoskeletal dynamics, adhesion, and growth cone sensing.Matter that learns what matters
Can a material learn what deserves its attention?Self-organizing reinforcement learning: a learner-free swarm approaches the explore-exploit optimum
The explore/exploit trade-off is the core problem of reinforcement learning (RL).CGDT-CESN: Correlation-Guided and Dynamics-Trained Clustered Echo State Network for Multivariate Time-Series Prediction
Accurate prediction of multivariate time series requires models that simultaneously capture variable-specific dynamics and cross-variable interactions.Reverse quantum aging: Restoring rhythmicity from quantum aging state
Quantum aging transition has recently been reported, whereby the oscillatory dynamics of a network of globally coupled quantum self-sustained oscillators is degraded sharply when the fraction of…Context-dependent time-series prediction via HyperReservoirs
Time series prediction is a common application of reservoir computing.The Source of Disturbance Matters: External, Internal, and Control-Generated Noise in Adaptive Regulation
Adaptive regulation can itself perturb the state it is intended to stabilize.Message capacity and claim wording set the transition points of collective truth-finding in language-model networks
Whether human or large language model (LLM), an agent in a discussion reads only a few of the others' contributions, bounded by cognition, context, or cost.Timbre Analysis of the Hulusi, a Southwestern Chinese Free-Reed Instrument, using Machine Learning
The hulusi is a wind instrument that was invented in Yunnan Province, China, and has become tremendously popular in recent years.Learning Interaction Kernels from Collective Steady States
We propose a learning procedure for system identification in interacting particle systems from single-snapshot observations of collective behaviors, unlike existing approaches that rely on…
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