Physics - Disordered Systems and Neural Networks

Statistics TheoryAdvanced Techniques for Variable Selection in High-Dimensional Data

A look into variable selection methods for complex data analysis.

Takashi Takahashi

2025-06-12T17:43:28+00:00 ― 7 min read

Soft Condensed MatterDesigning Elastic Structures for Dynamic Responses

Research focuses on elastic structures that respond effectively to rapidly changing forces.

Marc Berneman, Daniel Hexner

2025-06-12T03:59:00+00:00 ― 6 min read

Populations and EvolutionThe Complexity of Ecosystem Interactions

Exploring how species interactions shape ecosystem dynamics and stability.

Laura Sidhom, Tobias Galla

2025-06-10T22:55:21+00:00 ― 4 min read

Disordered Systems and Neural NetworksAdvancements in Neural Networks: Three-Directional Associative Memory

A new neural network model enhances pattern recognition and retrieval capabilities.

Elena Agliari, Andrea Alessandrelli, Adriano Barra

2025-06-09T18:32:51+00:00 ― 6 min read

Disordered Systems and Neural NetworksThe Persistence of Long-Time Tails in Particle Systems

Examining long-time tails in classical and quantum particle interactions.

T. R. Kirkpatrick, D. Belitz

2025-06-09T17:06:30+00:00 ― 6 min read

OpticsAdvancements in Photonics and Time Crystals

Exploring the innovative world of photonic systems and time-modulated materials.

Ali Emami Kopaei, Karthik Subramaniam Eswaran, Arkadiusz Kosior

2025-06-09T12:16:03+00:00 ― 5 min read

Soft Condensed MatterBistable Networks: Dual States in Action

Explore bistable elements and their impact on memory and computation.

Dor Shohat, Martin van Hecke

2025-06-09T10:57:33+00:00 ― 6 min read

Disordered Systems and Neural NetworksNeural Activity's Impact on Learning Speed

Research reveals how neural fluctuations influence learning effectiveness and speed.

Tomoki Kurikawa, Kunihiko Kaneko

2025-06-09T09:25:42+00:00 ― 4 min read

Applied PhysicsAdvancements in Spintronic Neurons for AI

Exploring low-power spintronic neurons for efficient AI computing.

Steven Louis, Hannah Bradley, Cody Trevillian

2025-06-09T07:41:18+00:00 ― 4 min read

Chemical PhysicsPolaritonic Chemistry and Spin Glasses: A New Insight

Investigating light-matter interactions and their effects on chemical reactions.

Dominik Sidler, Michael Ruggenthaler, Angel Rubio

2025-06-09T02:03:45+00:00 ― 6 min read

Disordered Systems and Neural NetworksModeling Boolean Spin Glasses in Statistical Mechanics

A study on the Boolean spin glass model and its implications for AI and ML.

Linda Albanese, Andrea Alessandrelli

2025-06-08T22:00:24+00:00 ― 6 min read

High Energy Physics - TheoryUnderstanding Random Field Theories and Their Impact

Explore how randomness affects physical systems and material properties.

Alessandro Piazza, Marco Serone, Emilio Trevisani

2025-06-08T03:49:15+00:00 ― 6 min read

Disordered Systems and Neural NetworksNew Insights into the Multifractal Critical Phase

Research highlights the unique behaviors of the multifractal critical phase in 2D quasiperiodic systems.

Chao Yang, Weizhe Yang, Yongjian Wang

2025-06-07T22:11:42+00:00 ― 5 min read

Soft Condensed MatterPolymers and Their Role in Heavy Metal Removal

Examining how polymers capture heavy metals for environmental cleanup and health.

V. Blavatska, Ja. Ilnytskyi, E. Lähderanta

2025-06-07T05:19:03+00:00 ― 7 min read

Machine LearningClass Imbalance in Machine Learning: Resampling vs. Reweighting

Examining strategies for improving feature learning in imbalanced datasets.

Tomoyuki Obuchi, Toshiyuki Tanaka

2025-06-07T05:02:52+00:00 ― 7 min read

Disordered Systems and Neural NetworksFlatbands: Unique Energy States in Lattice Systems

Exploring flatbands and their implications in materials and physics.

Arindam Mallick, Alexei Andreanov

2025-06-07T04:08:24+00:00 ― 5 min read

Materials ScienceAdvancements in Lightweight Architected Materials

New quasicrystalline materials show promise for strength and flexibility in various applications.

Matheus I. N. Rosa, Konstantinos Karapiperis, Kaoutar Radi

2025-06-06T05:30:21+00:00 ― 5 min read

Materials ScienceOptimizing Force Fields for Material Simulations

A new framework enhances accuracy in atomistic simulations through advanced force field optimization.

Abhijeet S. Gangan, Samuel S. Schoenholz, Ekin Dogus Cubuk

2025-06-05T23:13:33+00:00 ― 8 min read

Neurons and CognitionConnecting Energy and Information in the Brain

Examining how the brain's energy use relates to information processing.

Jan Karbowski

2025-06-05T21:47:15+00:00 ― 7 min read

Adaptation and Self-Organizing SystemsSelf-Organized Movement: Nature Meets Robotics

Examining how animals and robots can move more naturally through self-organization.

Bulcsú Sándor, Claudius Gros

2025-06-05T19:33:45+00:00 ― 6 min read

Soft Condensed MatterInsights into Supercooled Liquids: The Swap Monte Carlo Approach

Researchers utilize the Swap Monte Carlo method to study supercooled liquids and glasses.

Kumpei Shiraishi, Ludovic Berthier

2025-06-05T15:22:33+00:00 ― 7 min read

Machine LearningClassifiers in Machine Learning: A Deep Dive into CVFR Models

Examining the role of classifiers, particularly CVFR models, in machine learning.

Lorenzo Chicchi, Duccio Fanelli, Diego Febbe

2025-06-05T10:55:39+00:00 ― 6 min read

Statistical MechanicsUnderstanding Logarithmic Aging in Systems

A look into logarithmic aging processes in materials and biological systems.

Chunyan Li, Haiwen Liu, X. C. Xie

2025-06-05T05:10:15+00:00 ― 5 min read

High Energy Physics - LatticeCenter Vortices and Dirac Modes in Gauge Theories

Examining the connection between center vortices and Dirac modes during phase transitions.

György Baranka, Dénes Berta, Matteo Giordano

2025-06-04T18:26:33+00:00 ― 6 min read

Chemical PhysicsAdvancing Our Knowledge of Boron Glass

Research on boron glass properties using machine learning techniques shows promise for future applications.

Debendra Meher, Nikhil V. S. Avula, Sundaram Balasubramanian

2025-06-04T17:23:45+00:00 ― 5 min read

Disordered Systems and Neural NetworksCreep Behavior in Disordered Materials

Investigating how materials deform gradually under stress over time.

Daniel J. Korchinski, Dor Shohat, Yoav Lahini

2025-06-03T20:35:36+00:00 ― 5 min read

Soft Condensed MatterInvestigating Fatigue Failure in Glass: New Insights

This study examines how glass fails under repeated stress and its predictive signs.

Swarnendu Maity, Himangsu Bhaumik, Shivakumar Athani

2025-06-03T20:12:03+00:00 ― 8 min read

Disordered Systems and Neural NetworksAdvancing Our Knowledge of Glassy Materials

Algorithms reveal insights into the behavior of glasses and complex materials.

Federico Ghimenti, Ludovic Berthier, Jorge Kurchan

2025-06-03T16:24:24+00:00 ― 5 min read

Statistical MechanicsPatterns of Connectivity in Percolation Models

This article examines how patterns form in a one-dimensional percolation model.

P. Ovchinnikov, K. Soldatov, V. Kapitan

2025-06-03T11:49:39+00:00 ― 6 min read

Disordered Systems and Neural NetworksConstraints of Disorder in Quantum Spin Chains

Study reveals limits on operator growth due to heavy-tailed random fields.

Christopher L. Baldwin

2025-06-03T08:25:33+00:00 ― 5 min read

Neurons and CognitionNeurons and Their Bursting Activity

An overview of how neurons communicate and their importance in brain function.

Lou Zonca, Elena Dossi, Nathalie Rouach

2025-06-02T10:08:48+00:00 ― 5 min read

Soft Condensed MatterUnderstanding Particle Movement in Glass-Forming Systems

This article explores how fixed particles affect the dynamics of glass-forming materials.

Rajsekhar Das, T. R. Kirkpatrick, D. Thirumalai

2025-06-01T23:58:45+00:00 ― 4 min read

Machine LearningUnderstanding Neural Networks Through Statistical Physics

This article explores how statistical physics aids in understanding neural network learning.

Hugo Cui

2025-06-01T23:52:52+00:00 ― 6 min read

Statistical MechanicsMachine Learning and the Kosterlitz-Thouless Transition

Exploring how machine learning models study the Kosterlitz-Thouless transition in 2D materials.

Kai Zhang

2025-06-01T12:04:24+00:00 ― 5 min read

Machine LearningAddressing Distribution Shift in Machine Learning Models

A look at the challenges of distribution shift and its impact on predictions.

Alex Nguyen, David J. Schwab, Vudtiwat Ngampruetikorn

2025-06-01T03:51:16+00:00 ― 6 min read

Machine LearningLagrangian Neural Networks: Bridging Physics and Machine Learning

Discover how Lagrangian neural networks predict movement with real-world constraints.

Viviana Alejandra Diaz, Leandro Martin Salomone, Marcela Zuccalli

2025-05-31T18:08:57+00:00 ― 7 min read

Statistical MechanicsMachine Learning and Phase Transitions

A study on using machine learning to analyze material phase changes.

Diana Sukhoverkhova, Vyacheslav Mozolenko, Lev Shchur

2025-05-31T14:37:00+00:00 ― 6 min read

Disordered Systems and Neural NetworksUnderstanding Scale-Free and Anderson Localization

A simple breakdown of two types of particle localization.

Burcu Yılmaz, Cem Yuce, Ceyhun Bulutay

2025-05-31T05:42:18+00:00 ― 7 min read

Disordered Systems and Neural NetworksUnderstanding Non-Hermitian Disordered Systems in Physics

A look into the behaviors of non-Hermitian systems and their significance.

Ze Chen, Kohei Kawabata, Anish Kulkarni

2025-05-30T12:13:21+00:00 ― 7 min read

Quantum PhysicsThe Intricacies of Quantum Entanglement

A clear look into multipartite entanglement and its visualization methods.

Vaibhav Sharma, Erich J Mueller

2025-05-30T07:15:30+00:00 ― 6 min read