From the 1 of 3 linked papers with an AI index.
3 papers
cond-mat.soft2026
Mass-induced Mpemba effect in a polymer-bead system
Hosung Kwak, Yongjoo Baek, Hawoong Jeong
The paper presents a model of a polymer-bead system where the Mpemba effect can be tuned by changing the bead’s inertia, showing that higher initial temperature or weaker stretchin…
cs.LG2024
Exploring how deep learning decodes anomalous diffusion via Grad-CAM
Jaeyong Bae, Yongjoo Baek, Hawoong Jeong
While deep learning has been successfully applied to the data-driven classification of anomalous diffusion mechanisms, how the algorithm achieves the feat still remains a mystery.…
cond-mat.stat-mech2024
Unified Hierarchical Relationship Between Thermodynamic Tradeoff Relations
Euijoon Kwon, Jong-Min Park, Jae Sung Lee +1
Recent years have witnessed a surge of discoveries in the studies of thermodynamic inequalities: the thermodynamic uncertainty relation (TUR) and the entropic bound (EB) provide a…