Physics - Disordered Systems and Neural Networks

Mesoscale and Nanoscale PhysicsAdvancements in Non-Hermitian Topological Materials

New principles pave the way for studying non-Hermitian materials without adverse effects.

2025-09-12T06:48:18+00:00 ― 5 min read

Disordered Systems and Neural NetworksThe Thouless Pump: Disorder and Particle Flow

Exploring the impacts of disorder on the Thouless pump and Floquet states.

2025-09-11T21:46:39+00:00 ― 5 min read

OpticsThe Dynamics of Light and Angular Momentum

Exploring how light interacts with particles and its effects on angular momentum.

2025-09-11T15:53:24+00:00 ― 5 min read

Materials ScienceRevisiting the Eshelby Problem in Amorphous Solids

Examining how amorphous solids behave under stress through the Eshelby problem.

2025-09-11T03:51:12+00:00 ― 6 min read

Disordered Systems and Neural NetworksAnalyzing Phase Transitions in the Rosenzweig-Porter Model

This study explores transitions in complex systems using long-range spectral statistics.

2025-09-10T23:32:09+00:00 ― 5 min read

Disordered Systems and Neural NetworksThe Connection Between Secret Sharing and Random-Energy Models

Exploring the link between secret sharing methods and complex systems in physics.

2025-09-10T13:19:51+00:00 ― 6 min read

High Energy Physics - LatticeAn Overview of Restricted Boltzmann Machines

Learn about RBMs and their applications in data analysis.

2025-09-10T12:17:03+00:00 ― 6 min read

Quantum GasesAdvancements in Artificial Neurons with Bose-Einstein Condensate

New artificial neurons based on Bose-Einstein condensate show promise for advanced AI applications.

2025-09-09T05:55:51+00:00 ― 5 min read

Quantum PhysicsLocating Local Minima in Quantum Systems

This article discusses challenges in finding local energy minima in quantum systems.

2025-09-08T19:27:51+00:00 ― 4 min read

Materials ScienceInvestigating Doping Effects in Ceria-Zirconia

Research reveals how doping changes grain boundaries in ceria-zirconia materials.

2025-09-08T14:37:24+00:00 ― 6 min read

Soft Condensed MatterNature's Blueprint for Efficient Flow Networks

Exploring how slime mold's behavior improves network efficiency in real-world applications.

2025-09-08T10:49:45+00:00 ― 5 min read

SuperconductivitySuperconductors Under Rapid Condition Changes

Examining superconductors' reactions to sudden shifts in temperature and energy structure.

2025-09-08T04:25:06+00:00 ― 4 min read

Quantum PhysicsThe Impact of Noise on Quantum Circuits

Exploring how noise affects entanglement and information in quantum systems.

2025-09-07T12:03:51+00:00 ― 5 min read

Machine LearningThe Impact of Neural Scaling Laws on AI Performance

A look into how scaling laws shape neural network efficiency and accuracy.

2025-09-07T09:59:40+00:00 ― 9 min read

Disordered Systems and Neural NetworksThe Impact of Disorder on Topological Order

A look into how impurities affect topological states in materials.

2025-09-07T06:26:18+00:00 ― 5 min read

Medical PhysicsNew Technique to Measure Scattering Mean Free Path

A method using ultrasound reflections to analyze material structures.

2025-09-07T05:54:54+00:00 ― 6 min read

Quantum PhysicsDynamics of Spin Chains Under Magnetic Fields

A study on spin chains reveals the effects of magnetic fields and anisotropy on localization.

2025-09-07T03:57:09+00:00 ― 6 min read

Disordered Systems and Neural NetworksAnalyzing Many-Body Localization in Quasiperiodic Systems

This study examines how quasiperiodic potentials affect many-body localization.

2025-09-07T02:15:06+00:00 ― 7 min read

Disordered Systems and Neural NetworksAdvancements in Dense Hopfield Networks

Dense Hopfield Networks excel at pattern recognition, especially in noisy data.

2025-09-06T06:06:12+00:00 ― 5 min read

Disordered Systems and Neural NetworksAnalyzing Information Dynamics in Quantum Spin Glasses

Examining how information changes and spreads in quantum spin glasses using key models.

2025-09-06T04:32:00+00:00 ― 5 min read

Mesoscale and Nanoscale PhysicsThe Role of Non-Hermitian Random Matrices in Physics

Exploring the significance of non-Hermitian random matrices in complex physical systems.

2025-09-05T16:29:48+00:00 ― 5 min read

Quantum PhysicsAdvancements in Quantum Annealing for Optimization

Exploring quantum annealing's role in approximate optimization and its advantages over classical methods.

2025-09-05T00:24:15+00:00 ― 5 min read

Disordered Systems and Neural NetworksOperator Spreading in Many-Body Quantum Systems

Investigating how operators spread in disordered and interacting many-body systems.

2025-09-04T19:18:06+00:00 ― 6 min read

Disordered Systems and Neural NetworksInsights into Flatband Systems and Their Properties

An overview of flatband systems and their unique characteristics in physics.

2025-09-04T11:27:06+00:00 ― 5 min read

Machine LearningUnderstanding Inductive Bias in Transformers

Research on how inductive bias affects Transformer model performance.

2025-09-04T00:13:08+00:00 ― 6 min read

Statistical MechanicsThe Behavior of Amorphous Solids Under Stress

Examining how disordered materials respond to stress and the implications for various applications.

2025-09-03T21:19:18+00:00 ― 7 min read

Disordered Systems and Neural NetworksUnderstanding Reservoir Computing: A New Approach in Machine Learning

A look into reservoir computing and its practical applications in data prediction.

2025-09-03T17:23:48+00:00 ― 7 min read

Disordered Systems and Neural NetworksDynamics of Neuron Networks Under Noise

This article explores how noise affects neuron activity in networks.

2025-09-03T10:29:30+00:00 ― 6 min read

Machine LearningExploring Memory Capacity in Neural Networks

An overview of memory capacity in wide treelike committee machines and its implications.

2025-09-03T08:21:52+00:00 ― 5 min read

Machine LearningMemory Capacity in Treelike Committee Machines

This article explores how treelike committee machines manage memory capacity with different activations.

2025-09-03T07:31:48+00:00 ― 6 min read

Machine LearningAddressing Vulnerabilities in Machine Learning Models

Examining adversarial training for stronger machine learning models against attacks.

2025-09-02T23:11:08+00:00 ― 6 min read

Mesoscale and Nanoscale PhysicsArtificial Spin Ice and Active Inference: Insights into Cognitive Processes

Research on magnetic materials reveals parallels to cognitive behavior and information processing.

2025-09-02T16:00:54+00:00 ― 7 min read

Soft Condensed MatterCell Shape and Behavior in Crowded Environments

Study reveals how cell shape impacts movement and interaction in dense environments.

2025-09-01T19:28:27+00:00 ― 6 min read

Disordered Systems and Neural NetworksThe Hopfield Model: A Neural Approach to Memory Retrieval

An overview of the Hopfield network for effective audio signal recall.

2025-09-01T17:22:51+00:00 ― 7 min read

Disordered Systems and Neural NetworksAnalyzing Dynamics in Large Random Neural Networks

This article examines how initial conditions affect random neural networks' behavior.

2025-09-01T04:33:33+00:00 ― 5 min read

Machine LearningExploring Stochastic Gradient Flow in Machine Learning

This article discusses Stochastic Gradient Flow and its impact on model learning.

2025-09-01T01:17:28+00:00 ― 5 min read

Mathematical PhysicsUnderstanding Hopfield Neural Networks and Memory Retrieval

A look into how Hopfield networks mimic memory processes.

2025-08-31T14:25:45+00:00 ― 7 min read

Quantum PhysicsThe Dynamics of Impurities in Chaotic Media

This study examines how impurities move and interact in complex environments.

2025-08-31T05:00:33+00:00 ― 5 min read

Statistical MechanicsRemembering Ralph Kenna: A Pioneer in Phase Transitions

Honoring Ralph Kenna's influence on phase transitions and critical phenomena.

2025-08-30T10:02:18+00:00 ― 5 min read

Disordered Systems and Neural NetworksUnderstanding the Glass Transition: Why Glasses Don’t Flow

A deep look into the mysteries of glass behavior during cooling.

2025-08-30T07:25:18+00:00 ― 6 min read