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We present a benchmark study of autonomous, chemical agents exhibiting associative learning of an environmental feature. Associative learning has been widely studied in cognitive science and artificial intelligence, but are most commonly…

适应与自组织系统 · 物理学 2022-10-12 Stuart Bartlett , David Louapre

Reaction systems are discrete dynamical systems inspired by bio-chemical processes, whose dynamical behaviour is expressed by set-theoretic operations on finite sets. Reaction systems thus provide a description of bio-chemical phenomena…

形式语言与自动机理论 · 计算机科学 2020-08-05 Alberto Dennunzio , Enrico Formenti , Luca Manzoni , Antonio E. Porreca

A continuous route from a disordered soup of simple chemical feedstocks to a functional protocell -- a compartment that metabolizes, grows, and propagates -- remains elusive. Here, we show that a homogeneous aqueous chemical mixture…

软凝聚态物质 · 物理学 2026-01-28 Nayan Chakraborty , Shashi Thutupalli

We define catalytic networks as chemical reaction networks with an essentially catalytic reaction pathway: one which is on in the presence of certain catalysts and off in their absence. We show that examples of catalytic networks include…

分子网络 · 定量生物学 2011-11-18 Manoj Gopalkrishnan

Large molecules such as proteins and nucleic acids are crucial for life, yet their primordial origin remains a major puzzle. The production of large molecules, as we know it today, requires good catalysts, and the only good catalysts we…

适应与自组织系统 · 物理学 2013-04-01 Varun Giri , Sanjay Jain

Life can be viewed as a localized chemical system that sits on, or in the basin of attraction of, a metastable dynamical attractor state that remains out of equilibrium with the environment. Such a view of life allows that new living states…

种群与进化 · 定量生物学 2018-01-08 David A. Baum

We address a fundamental question: under which conditions do the dynamics and thermodynamics of open chemical reaction networks (CRNs), grounded on the notion of idealized chemostats that exchange selected species, emerge from underlying…

统计力学 · 物理学 2026-04-17 Benedikt Remlein , Massimiliano Esposito , Francesco Avanzini

We explore the emergence of complex structures within reaction networks, focusing on nuclear reaction networks relevant to stellar nucleosynthesis. The work presents a theoretical framework rooted in Chemical Organization Theory (COT) to…

太阳与恒星天体物理 · 物理学 2026-01-13 Pedro Maldonado-Lang , Clément Vidal

Many examples of cooperation exist in biology. In chemical systems however, which can sometimes be quite complex, we do not appear to observe intricate cooperative interactions. A key question for the origin of life, is then how can…

种群与进化 · 定量生物学 2018-02-23 Omer Markovitch , Olaf Witkowski , Nathaniel Virgo

Template directed replication of nucleic acids is at the essence of all living beings and a major milestone for any origin of life scenario. We here present an idealized model of prebiotic sequence replication, where binary polymers act as…

分子网络 · 定量生物学 2017-12-20 Harold Fellermann , Shinpei Tanaka , Steen Rasmussen

A general framework for the simulation of reaction-diffusion systems with probabilistic cellular automata is presented. The basic reaction probabilities of the chemical model translate directly into the transition rules of the automaton,…

adap-org · 物理学 2007-05-23 S. Altmeyer , C. Wilke , T. Martinetz

Autonomous systems with cognitive features are on their way into the market. Within complex environments, they promise to implement complex and goal oriented behavior even in a safety related context. This behavior is based on a certain…

人工智能 · 计算机科学 2020-02-20 Henrik J. Putzer , Ernest Wozniak

The emergence of self-replication and information transmission in life's origin remains unexplained despite extensive research on the topic. A hypothesis explaining the transition from a simple organic world to a complex RNA world is…

生物大分子 · 定量生物学 2013-05-27 Stan Palasek

The mathematical formalisms used to model biological systems induce both latent and ambiguous assumptions that can limit or distort their representational capabilities. Developing formalisms that can represent systems more precisely is…

定量方法 · 定量生物学 2026-05-25 Léo Diaz , Sean T. Vittadello , Michael P. H. Stumpf

Autocatalysis underlies the ability of chemical and biochemical systems to replicate. Recently, Blokhuis et al. gave a stoechiometric definition of autocatalysis for reaction networks, stating the existence of a combination of reactions…

分子网络 · 定量生物学 2022-01-25 Jeremie Unterberger , Philippe Nghe

A core topic of research in prebiotic chemistry is the search for plausible synthetic routes that connect the building blocks of modern life such as sugars, nucleotides, amino acids, and lipids to "molecular food sources" that have likely…

分子网络 · 定量生物学 2015-02-27 Jakob L. Andersen , Christoph Flamm , Daniel Merkle , Peter F. Stadler

Our knowledge of how individual cells self-organize to form complex multicellular systems is being revolutionized by a data outburst, coming from high-throughput experimental breakthroughs such as single-cell RNA sequencing and spatially…

细胞行为 · 定量生物学 2021-04-20 Gabriel Torregrosa , Jordi Garcia-Ojalvo

The question of the onset of the homochirality on prebiotic Earth still remains a fundamental question in the quest for the origin of life. Recent works in this field introduce the concept of recycling, rather than the traditional open-flow…

分子网络 · 定量生物学 2011-05-23 Raphael Plasson

We show that in a particular model of catalytic reaction systems, known as the binary polymer model, there is a mathematical invariance between two versions of the model: (1) random catalysis and (2) template-based catalysis. In particular,…

种群与进化 · 定量生物学 2011-10-06 Wim Hordijk , Mike Steel

By exploiting the exquisite selectivity of DNA hybridization, DNA-Coated Colloids (DNACCs) can be made to self-assemble in a wide variety of structures. The beauty of this system stems largely from its exceptional versatility and from the…

软凝聚态物质 · 物理学 2016-01-29 Stefano Angioletti-Uberti , Bortolo M. Mognetti , Daan Frenkel