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Jian Liu

Publications and source records attributed to Jian Liu.

542 records · Page 31Linked to original sources

Characterizing large scale base composition structures of genomes

Intermittent density fluctuations of nucleotide molecules (adenine, guanine, cytosine and thymine) along DNA sequences are studied in the framework of a hierarchical structure (HS) model originally proposed for the study of fully developed turbulence [She and Leque, Phys. Rev. Lett. 72}, 336 (1994)]. Large scale (10^3 < \ell < 10^5 bp) base density fluctuation is shown to satisfy the HS similarity. The derived values of a HS parameter $β$ from a large number of genome data (including Bacteria, Archaea, human chromosomes and viruses) characterize different biological properties such as strand symmetry, phylogenetic relations and horizontal gene transfer. It is suggested that the HS analysis offers a useful quantitative description for heterogeneity, sequence complexity and large scale structures of genomes.

q-bio.GN↗

Hierarchical structure description of spatiotemporal chaos

We develop a hierarchical structure (HS) analysis for quantitative description of statistical states of spatially extended systems. Examples discussed here include an experimental reaction-diffusion system with Belousov-Zhabotinsky kinetics, the two-dimensional complex Ginzburg-Landau equation and the modified FitzHugh-Nagumon equation, which all show complex dynamics of spirals and defects. We demonstrate that the spatial-temporal fluctuation fields in the above mentioned systems all display the HS similarity property originally proposed for the study of fully developed turbulence [Z.-S. She and E. Leveque, Phys. Rev. Lett. {\bf 72}, 336 (1994)]. The derived values of a HS parameter $β$ from experimental and numerical data in various physical regimes exhibit consistent trends and characterize the degree of turbulence in the systems near the transition, and the degree of heterogeneity of multiple disorders far from the transition. It is suggested that the HS analysis offers a useful quantitative description for the complex dynamics of two-dimensional spatiotemporal patterns.

nlin.PS↗