National Institute of Genomic Medicine, Mexico

Faculty Member, Computational Genomics

Researcher

About

Statistical Physicist working on Non-equilibrium Statistical Mechanics, Complex Systems and Network Biology.

Most recent work includes deconvolution methods for gene regulatory networks, topological analysis of such networks and thermodynamically oriented search for regulatory pathways.  I developed a non-equilibrium thermodynamic formalism for gene regulation and began to study with it the role of dissipation on the dynamics of biosystems, e.g. transcriptional bursts.

Other recent works include correlation analysis of time series related to gene function, designs in population and statistical genomics of admixed populations, statistical biophysics of the irreversible thermodynamics of DNA denaturation, etc..

I am also deeply interested in mathematical statistical mechanics, ergodic theory and measure theory as well as foundations of non-equilibrium thermodynamics and statistical mechanics.

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