[HTML][HTML] Approximation and inference methods for stochastic biochemical kinetics—a tutorial review

D Schnoerr, G Sanguinetti… - Journal of Physics A …, 2017 - iopscience.iop.org
Stochastic fluctuations of molecule numbers are ubiquitous in biological systems. Important
examples include gene expression and enzymatic processes in living cells. Such systems …

Markovian dynamics on complex reaction networks

J Goutsias, G Jenkinson - Physics reports, 2013 - Elsevier
Complex networks, comprised of individual elements that interact with each other through
reaction channels, are ubiquitous across many scientific and engineering disciplines …

[HTML][HTML] Interacting particle solutions of fokker–planck equations through gradient–log–density estimation

D Maoutsa, S Reich, M Opper - Entropy, 2020 - mdpi.com
Fokker–Planck equations are extensively employed in various scientific fields as they
characterise the behaviour of stochastic systems at the level of probability density functions …

[HTML][HTML] Noise distorts the epigenetic landscape and shapes cell-fate decisions

MA Coomer, L Ham, MPH Stumpf - Cell Systems, 2022 - cell.com
The Waddington epigenetic landscape has become an iconic representation of the cellular
differentiation process. Recent single-cell transcriptomic data provide new opportunities for …

[HTML][HTML] Reduction of dynamical biochemical reactions networks in computational biology

O Radulescu, AN Gorban, A Zinovyev, V Noel - Frontiers in genetics, 2012 - frontiersin.org
Biochemical networks are used in computational biology, to model mechanistic details of
systems involved in cell signaling, metabolism, and regulation of gene expression …

[HTML][HTML] A holistic approach to study photosynthetic acclimation responses of plants to fluctuating light

A Gjindali, HA Herrmann, JM Schwartz… - Frontiers in Plant …, 2021 - frontiersin.org
Plants in natural environments receive light through sunflecks, the duration and distribution
of these being highly variable across the day. Consequently, plants need to adjust their …

The complex chemical Langevin equation

D Schnoerr, G Sanguinetti, R Grima - The Journal of chemical physics, 2014 - pubs.aip.org
The chemical Langevin equation (CLE) is a popular simulation method to probe the
stochastic dynamics of chemical systems. The CLE's main disadvantage is its break down in …

[图书][B] Simulation algorithms for computational systems biology

L Marchetti, C Priami, VH Thanh - 2017 - Springer
The dynamics of molecular systems is an essential tool of systems biology. It helps figuring
out what is the effect of the perturbation of a system, or what is the best dose for a drug or …

[HTML][HTML] Approximate method for stochastic chemical kinetics with two-time scales by chemical Langevin equations

F Wu, T Tian, JB Rawlings, G Yin - The Journal of chemical physics, 2016 - pubs.aip.org
The frequently used reduction technique is based on the chemical master equation for
stochastic chemical kinetics with two-time scales, which yields the modified stochastic …

[HTML][HTML] Hybrid framework for the simulation of stochastic chemical kinetics

A Duncan, R Erban, K Zygalakis - Journal of Computational Physics, 2016 - Elsevier
Stochasticity plays a fundamental role in various biochemical processes, such as cell
regulatory networks and enzyme cascades. Isothermal, well-mixed systems can be …