paper-with-me

홈 › Papers

Mapping dynamical systems into chemical reactions

2024-06-05 · Tomislav Plesa

Polynomial dynamical systems (DSs) can model a wide range of physical processes. A special subset of these DSs that can model chemical reactions under mass-action kinetics is called chemical dynamical systems (CDSs). A central problem in synthetic biology is to map polynomial DSs into dynamically similar CDSs. In this paper, we introduce the quasi-chemical map (QCM) that can systematically solve this problem. The QCM introduces suitable state-dependent perturbations into any given polynomial DS which then becomes a CDS under sufficiently large translations of variables. This map preserves robust features, such as generic equilibria and limit cycles, as well as temporal properties, such as periods of oscillations. Furthermore, the resulting CDSs are at most one degree higher than the original DSs. We demonstrate the QCM by designing relatively simple CDSs with exotic dynamics and bifurcations, and addressing Hilbert's 16th problem in chemistry.

📄 PDF Abstract BibTeX arXiv:2406.03473

Code (0)

등록된 구현이 없습니다.

Similar Papers 제목 키워드 기반

VinAI at ChEMU 2020: An accurate system for named entity recognition in chemical reactions from patents

2020-09-01 · Mai Hoang Dao, Dat Quoc Nguyen

This paper describes our VinAI system for the ChEMU task 1 of named entity recognition (NER) in chemical reactions. Our system employs a BiLSTM-CNN-CRF architecture with additional contextualized word embeddings. It achi…

named-entity-recognitionNamed Entity RecognitionNamed Entity Recognition (NER)NER+1

Stochastic approximations of higher-molecular by bi-molecular reactions

2018-11-07 · Tomislav Plesa

Biochemical reactions involving three or more reactants, called higher-molecular reactions, play an important role in theoretical systems and synthetic biology. In particular, such reactions underpin a variety of importa…

Mapping the Space of Chemical Reactions Using Attention-Based Neural Networks

2020-12-09 · Philippe Schwaller, Daniel Probst, Alain C. Vaucher, Vishnu H. Nair 외

Organic reactions are usually assigned to classes containing reactions with similar reagents and mechanisms. Reaction classes facilitate the communication of complex concepts and efficient navigation through chemical rea…

ClusteringGeneral Classification

A local polynomial moment approximation for compartmentalised biochemical systems

2023-06-15 · Tommaso Bianucci, Christoph Zechner

Compartmentalised biochemical reactions are a ubiquitous building block of biological systems. The interplay between chemical and compartmental dynamics can drive rich and complex dynamical behaviors that are difficult t…

Learning dynamical systems with biochemically informed neural ordinary differential equations

2026-05-22 · Luis L. Fonseca, Reinhard C. Laubenbacher, Lucas Böttcher arxiv

Ordinary differential equation models of biochemical reactions are often formulated as stoichiometric systems in which the dynamics arise from a collection of interacting processes. A central challenge is that the functi…