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We show that very simple molecular systems, modeled as chemical reaction networks, can have behaviors that exhibit dramatic phase transitions at certain population thresholds. Moreover, the magnitudes of these thresholds can thwart attempts…

新兴技术 · 计算机科学 2020-06-02 James I. Lathrop , Jack H. Lutz , Robyn R. Lutz , Hugh D. Potter , Matthew R. Riley

Inferring chemical reaction networks (CRN) from concentration time series is a challenge encouragedby the growing availability of quantitative temporal data at the cellular level. This motivates thedesign of algorithms to infer the…

定量方法 · 定量生物学 2023-02-09 Julien Martinelli , Jeremy Grignard , Sylvain Soliman , Annabelle Ballesta , François Fages

We address the question of which small, bimolecular, mass action chemical reaction networks (CRNs) are capable of Andronov-Hopf bifurcation (from here on abbreviated to "Hopf bifurcation"). It is easily shown that any such network must have…

动力系统 · 数学 2023-01-24 Murad Banaji , Balázs Boros

Biochemical reaction networks frequently consist of species evolving on multiple timescales. Stochastic simulations of such networks are often computationally challenging and therefore various methods have been developed to obtain sensible…

分子网络 · 定量生物学 2017-04-20 Jae Kyoung Kim , Grzegorz A. Rempala , Hye-Won Kang

Biochemical reaction networks in living cells usually involve reversible covalent modification of signaling molecules, such as protein phosphorylation. Under conditions of small molecule numbers, as is frequently the case in living cells,…

分子网络 · 定量生物学 2013-05-29 C. Metzner , M. Sajitz-Hermstein , M. Schmidberger , B. Fabry

We present a data-driven verification approach that determines whether or not a given chemical reaction network (CRN) satisfies a given property, expressed as a formula in a modal logic. Our approach consists of three phases, integrating…

计算工程、金融与科学 · 计算机科学 2020-04-24 Gareth W. Molyneux , Viraj B. Wijesuriya , Alessandro Abate

We introduce new methods of equivalence checking and simulation based on Computing Range Reduction (CRR). Given a combinational circuit $N$, the CRR problem is to compute the set of outputs that disappear from the range of $N$ if a set of…

计算机科学中的逻辑 · 计算机科学 2015-08-12 Eugene Goldberg

In this essay, we investigate some relations between Chemical Reaction Networks (CRN) and Mathematical Epidemiology (ME) and report on several pleasant surprises which we had simply by putting these two topics together. Firstly, we propose…

分子网络 · 定量生物学 2025-05-22 Florin Avram , Rim Adenane , Andrei D. Halanay , Matthew D. Johnston

In order to enhance safety, nuclear reactors in the design phase consider natural circulation as a mean to remove residual power. The simulation of this passive mechanism must be qualified between the validation range and the scope of…

经典物理 · 物理学 2024-05-29 Haifu Huang , Jorge Perez , Nicolas Alpy , Marc Medale

Predicting stochastic cellular dynamics as emerging from the mechanistic models of molecular interactions is a long-standing challenge in systems biology: low-level chemical reaction network (CRN) models give raise to a highly-dimensional…

分子网络 · 定量生物学 2020-02-06 Tatjana Petrov , Denis Repin

We present a uniform method for translating an arbitrary nondeterministic finite automaton (NFA) into a deterministic mass action input/output chemical reaction network (I/O CRN) that simulates it. The I/O CRN receives its input as a…

计算复杂性 · 计算机科学 2018-12-27 Titus H. Klinge , James I. Lathrop , Jack H. Lutz

We study the composability of discrete chemical reaction networks (CRNs) that stably compute (i.e., with probability 0 of error) integer-valued functions $f:\mathbb{N}^d\to\mathbb{N}$. We consider output-oblivious CRNs in which the output…

分布式、并行与集群计算 · 计算机科学 2019-06-04 Eric E. Severson , David Haley , David Doty

We discuss a method of approximate model reduction for networks of biochemical reactions. This method can be applied to networks with polynomial or rational reaction rates and whose parameters are given by their orders of magnitude. In…

分子网络 · 定量生物学 2015-05-27 Ovidiu Radulescu , Sergei Vakulenko , Dima Grigoriev

This study introduces a liquid-fueled reactor network (LFRN) framework for reduced-order modeling of gas turbine combustors. The proposed LFRN extends conventional gaseous-fueled reactor network methods by incorporating specialized reactors…

流体动力学 · 物理学 2025-10-16 Philip John , Sourav Saha , Opeoluwa Owoyele

Some results are presented on how oscillation is inherited by chemical reaction networks (CRNs) when they are built in natural ways from smaller oscillatory networks. The main results describe four important ways in which a CRN can be…

动力系统 · 数学 2017-11-07 Murad Banaji

Quorum sensing (QS) mimickers can be used as an effective tool to disrupt biofilms which consist of communicating bacteria and extracellular polymeric substances. In this paper, a stochastic biofilm disruption model based on the usage of QS…

定量方法 · 定量生物学 2023-11-27 Fatih Gulec , Andrew W. Eckford

In this paper we study a class of stochastic chemical reaction networks (CRNs) for which chemical species are created by a sequence of chain reactions. We prove that under some convenient conditions on the initial state, some of these…

概率论 · 数学 2024-06-19 Lucie Laurence , Philippe Robert

We propose a unified framework that allows for the full mechanistic reconstruction of chemical reaction networks (CRNs) from concentration data. The framework utilizes an integral formulation of the differential equations governing the…

数值分析 · 数学 2026-02-13 Abraham Reyes-Velazquez , Stefan Güttel , Igor Larrosa , Jonas Latz

We initiate the study of rate-constant-independent computation of Boolean predicates and numerical functions in the continuous model of chemical reaction networks (CRNs), which model the amount of a chemical species as a nonnegative,…

计算复杂性 · 计算机科学 2025-06-10 Kim Calabrese , David Doty , Mina Latifi

Reaction networks in the bulk and on surfaces are widespread in physical, chemical and biological systems. In macroscopic systems, which include large populations of reactive species, stochastic fluctuations are negligible and the reaction…

统计力学 · 物理学 2007-10-12 Baruch Barzel , Ofer Biham , Raz Kupferman