马智钦，男，汉族，博士，讲师

Email: mzq_2021@outlook.cn

2018-09 至 2024-12，昆明理工大学，系统科学专业 博士

2014-09 至 2018-06，百色学院，物理学专业 学士

讲授《非线性动力学》、《高等数学》、《线性代数》等课程。

主要研究方向

统计物理与复杂系统、早期预警信号的检测与分析、以及机器学习与深度学习在复杂系统中的应用。 

代表论文

(1) Ma Z*, Zeng C, Liu W M. Relaxation time as early warning signal of avalanches in self-organizing systems[J]. Physical Review Research, 2024, 6(1): 013013.

(2) Ma Z*, Luo Y, Zeng C, et al. Spatiotemporal diffusion as early warning signal for critical transitions in spatial tumor-immune system with stochasticity[J]. Physical Review Research, 2022, 4(2): 023039.

(3) Ma Z*, Zeng C, Zheng B. Relaxation time as an indicator of critical transition to a eutrophic lake state: The role of stochastic resonance[J]. Europhysics Letters, 2022, 137(4): 42001.

(4) Bian J, Ma Z*, Wang C, et al. Early warning for spatial ecological system: Fractal dimension and deep learning[J]. Physica A: Statistical Mechanics and its Applications, 2024, 633: 129401.

(5) Wang J, Zeng C, Han X, Ma Z*, Zheng, B. Detecting early warning signals of financial crisis in spatial endogenous credit model using patch-size distribution[J]. Physica A: Statistical Mechanics and its Applications, 2023, 625: 128925.

(6) Fang Y, Luo Y, Ma Z*, et al. Transport and diffusion in the Schweitzer-Ebeling-Tilch model driven by cross-correlated noises[J]. Physica A: Statistical Mechanics and its Applications, 2021, 564: 125503.