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We introduce an infinite particle system dynamics, which includes stochastic chemical kinetics models, the classical Kac model and free space movement. We study energy redistribution between two energy types (kinetic and chemical) in…

数学物理 · 物理学 2015-06-03 V. A. Malyshev

This limited review is intended as an introduction to the fast growing subject of mathematical modelling of cell metabolism and its biochemical pathways, and more precisely on pathways linked to apoptosis of cancerous cells. Some basic…

分子网络 · 定量生物学 2013-10-03 Bernard Ycart , Frédéric Pont , Jean-Jacques Fournié

Reinforcement learning (RL) and model predictive control (MPC) each offer distinct advantages and limitations when applied to control problems in power and energy systems. Despite various studies on these methods, benchmarks remain lacking…

系统与控制 · 电气工程与系统科学 2024-07-23 Mohamad Fares El Hajj Chehade , Young-ho Cho , Sandeep Chinchali , Hao Zhu

We analyze the control of the motion of a charged particle by means of an external electric field. The system is constrained to move along a given direction. The goal of the control is to change the speed of the particle in a fixed time…

最优化与控制 · 数学 2020-01-22 V. Martikyan , D. Guéry-Odelin , D. Sugny

The control of manufacturing processes must satisfy high quality and efficiency requirements while meeting safety requirements. A broad spectrum of monitoring and control strategies, such as model- and optimization-based controllers, are…

系统与控制 · 电气工程与系统科学 2023-01-18 Andreas Himmel , Janine Matschek , Rudolph Kok , Bruno Morabito , Hoang Hai Nguyen , Rolf Findeisen

Feedback circuits in biochemical networks which underly cellular signaling pathways are important elements in creating complex behavior. A specific aspect thereof is how stability of equilibrium points depends on model parameters. For…

分子网络 · 定量生物学 2007-11-20 Steffen Waldherr , Frank Allgower

Many of the chemical reactions that take place within a living cell are irreversible. Due to evolutionary pressures, the number of allowable reactions within these systems are highly constrained and thus the resulting metabolic networks…

分子网络 · 定量生物学 2013-03-04 Jonathan J Crofts , Ernesto Estrada

This paper introduces the Dual-System Thinking (DST) model, a decision-theoretic framework that integrates psychological dual-process theories into economic modeling. A single cognitive weight parameter governs the relative influence of the…

理论经济学 · 经济学 2026-05-28 Yusufcan Masatlioglu , Tri Phu Vu

The managed-metabolism hypothesis suggests that a cooperation barrier must be overcome if self-producing chemical organizations are to transition from non-life to life. This barrier prevents un-managed, self-organizing, autocatalytic…

种群与进化 · 定量生物学 2018-08-06 John E. Stewart

Metabolic pathways are fundamental maps in biochemistry that detail how molecules are transformed through various reactions. The complexity of metabolic network, where a single compound can play a part in multiple pathways, poses a…

定量方法 · 定量生物学 2024-09-18 Li Tuobang

A goal of systems biology is to understand the dynamics of intracellular systems. Stochastic chemical kinetic models are often utilized to accurately capture the stochastic nature of these systems due to low numbers of molecules. Collecting…

统计计算 · 统计学 2015-03-17 Jarad Niemi , Matthew Wheeler

There are many processes in biology in which mechanical forces are generated. Force-bearing networks can transduce locally developed mechanical signals very extensively over different parts of the cell or tissues. In this article we conduct…

生物大分子 · 定量生物学 2009-11-13 Francesco Valle , Massimo Sandal , Bruno Samorí

This paper gives a summary of a body of work at the intersection of control theory and smooth nonlinear dynamics. The main idea is to transfer the concept of uniform hyperbolicity, central to the theory of smooth dynamical systems, to…

最优化与控制 · 数学 2017-01-16 Christoph Kawan

Metastability is a physical phenomenon ubiquitous in first order phase transitions. A fruitful mathematical way to approach this phenomenon is the study of rare transitions Markov chains. For Metropolis chains associated with Statistical…

概率论 · 数学 2015-09-30 Emilio Cirillo , Francesca Nardi , Julien Sohier

Energy-based modelling brings engineering insight to the understanding of biomolecular systems. It is shown how well-established control engineering concepts, such as loop-gain, arise from energy feedback loops and are therefore amenable to…

分子网络 · 定量生物学 2021-03-30 Peter J Gawthrop

This paper serves as a framework for designing advanced models for drug action on metabolism. Drug treatment may affect metabolism by either enhancing or inhibiting metabolic reactions comprising a metabolic network. We introduce the…

分子网络 · 定量生物学 2020-03-30 Sean T. McQuade , Nathaniel J. Merrill , Benedetto Piccoli

In recent years moment-closure approximations (MA) of the chemical master equation have become a popular method for the study of stochastic effects in chemical reaction systems. Several different MA methods have been proposed and applied in…

定量方法 · 定量生物学 2015-11-17 David Schnoerr , Guido Sanguinetti , Ramon Grima

This note is addressed to giving a short introduction to control theory of stochastic systems, governed by stochastic differential equations in both finite and infinite dimensions. We will mainly explain the new phenomenon and difficulties…

最优化与控制 · 数学 2016-12-09 Qi Lu , Xu Zhang

We discuss the symbolic dynamics of biochemical networks with separate timescales. We show that symbolic dynamics of monomolecular reaction networks with separated rate constants can be described by deterministic, acyclic automata with a…

分子网络 · 定量生物学 2015-07-07 Ovidiu Radulescu , Satya Swarup Samal , Aurélien Naldi , Dima Grigoriev , Andreas Weber

Metabolic heterogeneity is widely recognised as the next challenge in our understanding of non-genetic variation. A growing body of evidence suggests that metabolic heterogeneity may result from the inherent stochasticity of intracellular…

分子网络 · 定量生物学 2020-10-08 Mona K Tonn , Philipp Thomas , Mauricio Barahona , Diego A Oyarzún