anomalous transport 1bond flexibility 1colloidal systems 1crowded media 1interpretability 1machine learning 1
From the 1 of 3 linked papers with an AI index.
3 papers
cond-mat.soft2026
Physics-Guided Interpretable Machine Learning Framework for Anomalous Transport in Crowded Media with Tunable Flexibility
Zakiya Shireen, Sujin B. Babu
The paper introduces a physics‑guided interpretable machine‑learning framework that combines Brownian Cluster Dynamics simulations with surrogate models and SHAP analysis to quanti…
cond-mat.soft2026
One geometric barrier unifies melting, vitrification and jamming of hard spheres in all dimensions
Sujin B Babu
The Lindemann criterion that a solid loses stability once atomic vibrations reach roughly a tenth of the interparticle spacing, has remained an empirical rule for over a century. T…
cond-mat.soft2025
Emergent Rotational Order and Re-entrant Global Order of Vicsek Agents in a Complex Noise Environment
Mohd Yasir Khan
Noisy pursuit in complex environments drives emergent collective behaviors in active matter systems. A compelling platform to study the impact of environment cues is provided by th…