On the theory of deep learning: A theoretical physics perspective (Part I)
Publication date: Available online 1 November 2023Source: Physica A: Statistical Mechanics and its ApplicationsAuthor(s): Alejandro Chinea Manrique de Lara
Optimizing the configuration of electric vehicle charging piles in public parking lots based on a multi-agent model
Publication date: Available online 31 October 2023Source: Physica A: Statistical Mechanics and its ApplicationsAuthor(s): Zhenyu Mei, Zuchen Que, Hai Qiu, Zheng Zhu, Zhengyi Cai
Effect of exchange, anisotropy, and external field interactions on the hysteresis and compensation of a two-dimensional ferrimagnet
Publication date: Available online 31 October 2023Source: Physica A: Statistical Mechanics and its ApplicationsAuthor(s): J.C. Madera, M. Karimou, N. De La Espriella
A Unified Modeling Framework for Lane Change Intention Recognition and Vehicle Status Prediction
Publication date: Available online 31 October 2023Source: Physica A: Statistical Mechanics and its ApplicationsAuthor(s): Renteng Yuan, Mohamed Abdel-Aty, Xin Gu, Ou Zheng, Qiaojun Xiang
Volatility and returns connectedness in cryptocurrency markets: Insights from graph-based methods
Publication date: Available online 31 October 2023Source: Physica A: Statistical Mechanics and its ApplicationsAuthor(s): An Pham Ngoc Nguyen, Tai Tan Mai, Marija Bezbradica, Martin Crane
Random site percolation thresholds on square lattice for complex neighborhoods containing sites up to the sixth coordination zone
Publication date: Available online 31 October 2023Source: Physica A: Statistical Mechanics and its ApplicationsAuthor(s): Krzysztof Malarz
Ising models to study effects of risk aversion in socially interacting individuals
Publication date: Available online 31 October 2023Source: Physica A: Statistical Mechanics and its ApplicationsAuthor(s): Martin Drechsler
GNR: A universal and efficient node ranking model for various tasks based on graph neural networks
Publication date: Available online 31 October 2023Source: Physica A: Statistical Mechanics and its ApplicationsAuthor(s): Hongbo Qu, Yu-Rong Song, Ruqi Li, Min Li
Robustness analysis of edge-coupled interdependent networks under different attack strategies
Publication date: Available online 31 October 2023Source: Physica A: Statistical Mechanics and its ApplicationsAuthor(s): Lili Zhou, Jun Yin, Fei Tan, Haibin Liao
Accelerating convergence of inference in the inverse Ising problem
Publication date: Available online 31 October 2023Source: Physica A: Statistical Mechanics and its ApplicationsAuthor(s): Zhongqi Cai, Enrico Gerding, Markus Brede