A modified variational approach to noisy cell signaling

R Cai, Y Lan - The Journal of Chemical Physics, 2024 - pubs.aip.org
Signaling in cells is full of noise and, hence, described with stochastic biochemical models.
Thus, an efficient computation algorithm for these fluctuating reactions is much needed …

A hybrid stochastic model of the budding yeast cell cycle

M Ahmadian, JJ Tyson, J Peccoud, Y Cao - NPJ systems biology and …, 2020 - nature.com
The growth and division of eukaryotic cells are regulated by complex, multi-scale networks.
In this process, the mechanism of controlling cell-cycle progression has to be robust against …

A stochastic model of size control in the budding yeast cell cycle

M Ahmadian, J Tyson, Y Cao - Proceedings of the 2018 ACM …, 2018 - dl.acm.org
Cell size is a key characteristic that significantly affects many aspects of cellular physiology.
There are specific control mechanisms during cell cycle to maintain the cell size within a …

Analysis and remedy of negativity problem in hybrid stochastic simulation algorithm and its application

M Chen, Y Cao - Proceedings of the 2018 ACM International …, 2018 - dl.acm.org
The hybrid stochastic simulation algorithm, proposed by Haseltine and Rawlings, can
significantly improve the simulation efficiency for multiscale biochemical networks. However …

Accuracy analysis of hybrid stochastic simulation algorithm on linear chain reaction systems

M Chen, S Wang, Y Cao - Bulletin of mathematical biology, 2019 - Springer
Noise in cellular systems is often modeled and simulated with Gillespie's stochastic
simulation algorithm (SSA), but the low efficiency of the SSA limits its application to large …

A hybrid stochastic model of the budding yeast cell cycle

A Mansooreh, JJ Tyson, J Peccoud… - NPJ Systems Biology …, 2020 - search.proquest.com
The growth and division of eukaryotic cells are regulated by complex, multi-scale networks.
In this process, the mechanism of controlling cell-cycle progression has to be robust against …

Stochastic Modeling and Simulation of Multiscale Biochemical Systems

M Chen - 2019 - vtechworks.lib.vt.edu
Numerous challenges arise in modeling and simulation as biochemical networks are
discovered with increasing complexities and unknown mechanisms. With the improvement …

Hybrid ODE/SSA methods and the cell cycle model

S Wang, M Chen, Y Cao - AIP Conference Proceedings, 2017 - pubs.aip.org
Stochastic effect in cellular systems has been an important topic in systems biology.
Stochastic modeling and simulation methods are important tools to study stochastic effect …

The Art of Modeling and Simulation of Multiscale Biochemical Systems

Y Pu - 2015 - search.proquest.com
In this thesis we study modeling and simulation approaches for multiscale biochemical
systems. The thesis addresses both modeling methods and simulation strategies. In the first …