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Pattern Formation

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lightbulbAbout this topic
Pattern formation is a process in which ordered structures emerge from initially disordered systems, often studied in fields such as biology, physics, and mathematics. It involves the mechanisms and dynamics that lead to spatial and temporal organization, resulting in recognizable patterns in various natural and artificial systems.
lightbulbAbout this topic
Pattern formation is a process in which ordered structures emerge from initially disordered systems, often studied in fields such as biology, physics, and mathematics. It involves the mechanisms and dynamics that lead to spatial and temporal organization, resulting in recognizable patterns in various natural and artificial systems.

Key research themes

1. How can patterns be theoretically modeled and quantified in physical, biological, and computational systems?

This research area focuses on developing mathematical frameworks, computational models, and quantitative measures to represent, analyze, and simulate complex patterns across diverse systems including biological tissues, physical morphologies, and digital cellular automata. Understanding pattern formation in such varied contexts necessitates rigorous descriptions—ranging from PDE models with constitutive laws to entropy-based quantifiers—and implementation of universal mechanisms capable of self-replication and morphogenesis. The goal is to extract the underlying principles of pattern generation, stability, and evolution to enable both theoretical understanding and practical applications such as morphology engineering and synthetic biology.

Key finding: Introduces a quantitative cellular automata model where cells exhibit memory of prior signaling states, enabling regeneration of complex biological morphologies by minimizing the difference between current and original signal... Read more
Key finding: Develops a PDE-constrained optimization approach combined with Bayesian inference to invert images of pattern formation for unknown nonlinear and nonlocal constitutive relations, demonstrating robustness under limited data... Read more
Key finding: Utilizes Voronoi tessellation-based entropy measures to quantify the degree of order in two-dimensional point distributions arising from self-assembly processes, including microporous polymer surfaces formed by breath figure... Read more
Key finding: Proposes a universal cellular automaton self-replicator governed by coordinate logic XOR/XNOR filters that replicates arbitrary multicolor image structures without stored instructions, leveraging convolution masks as implicit... Read more
Key finding: Analyzes the physical and biological origins of periodic and aperiodic ordering, such as Fibonacci sequences, in biological systems and introduces mathematical symmetry measures including Voronoi and Shannon entropies. The... Read more

2. What are the biological and developmental mechanisms generating and controlling spatiotemporal patterns during tissue morphogenesis?

This theme investigates how gene regulatory networks and morphogenetic signals orchestrate the emergence of complex spatial and temporal patterns during biological development. It integrates molecular biology, genetic circuit motifs, and cellular behaviors to explain phenomena such as embryonic patterning, organ development, and tissue regeneration. By bridging theoretical models like Turing reaction-diffusion systems with experiments on morphogen gradients and gene circuitry, these studies aim to elucidate the causal mechanisms behind morphological pattern formation and robustness in living organisms.

Key finding: Demonstrates how simple two- and three-node gene regulatory network motifs—toggle switches with/without self-activation, toggle triads, and repressilators—coupled with molecular diffusion can generate diverse dynamic spatial... Read more
Key finding: Reviews the role of morphogen gradients, particularly the morphogenetic furrow, in establishing the precise spatial pattern of ommatidia in the Drosophila compound eye, contrasting classical diffusion-based models with recent... Read more

3. How can engineered or robotic systems autonomously generate and control complex symmetrical patterns?

Focused on the design and control of multi-agent and swarm robotic systems, this research area develops decentralized algorithms and paradigms that achieve precise symmetrical pattern formations. Inspired by biological, physical, and mathematical principles, studies explore mechanisms for coordinated movement, pattern recognition, obstacle avoidance, and scalability independent of agent count. Understanding how to induce and maintain desired spatial formations autonomously in real-world dynamic environments has direct implications for robotics, manufacturing, and distributed sensing.

Key finding: Introduces a novel two-stage decentralized algorithm, SymSwarm, utilizing a bio-inspired Compete and Point State Model (CPSM) enabling mobile robots to form strict symmetrical patterns through local communication and... Read more

All papers in Pattern Formation

Two-dimensional Stokes flow with injection and suction is investigated through a second-order, perturbative mode-coupling approach. We examine the time-dependent disturbance of an initially circular interface separating two viscous... more
To allow the survival of the population in the absence of nitrogen, some cyanobacteria strains have developed the capability of differentiating into nitrogen fixing cells, forming a characteristic pattern. In this paper, the process by... more
Floral development was compared with scanning electron microscopy in 12 Australian species of Hibbertia representing most of its morphological variation, and in the related Adrastaea (Dilleniaceae). Calyx and corolla arise in quincuncial... more
We report wide class of exact solutions of the modified Gross-Pitaevskii equation (GPE) in 'smart' Jacobi elliptic potentials: V(ξ) = -V 0 sn(ξ, m), V(ξ) = -V 0 cn(ξ, m), and V(ξ) = -V 0 dn(ξ, m) in the presence of external source.... more
We report wide class of exact solutions of the modified Gross-Pitaevskii equation (GPE) in 'smart' Jacobi elliptic potentials: V(ξ) = -V 0 sn(ξ, m), V(ξ) = -V 0 cn(ξ, m), and V(ξ) = -V 0 dn(ξ, m) in the presence of external source.... more
We analyse the structure of the exact, dark and bright soliton solutions of the driven non-linear Schrödinger equation. It is found that, a wide class of solutions of the higher order non-linear Schrödinger equation with a source can also... more
Sinusoidal wave solutions are obtained for reduced Maxwell-Duffing equations describing the wave propagation in a non-resonant atomic medium. These continuous wave excitations exist when the medium is initially polarized by an electric... more
We investigate exact travelling wave solutions of higher order nonlinear Schrödinger equation in the absence of third order dispersion, which exhibit non-trivial self phase modulation. It is shown that, the corresponding dynamical... more
The paper proposes some properties of theelectromagnetic field magnitudes so that theuniqueness and existence theorems may beformulated. The field equations are written asdistribution. The constitutive relation may be nonlinear.
We present a study on the emergence of spatial structure in plankton dynamics under the influence of stirring and mixing. A distribution of plankton is represented as a lattice of nonidentical, interacting, oscillatory plankton... more
It is well known that simple reaction-diffusion systems can display very rich pattern formation behavior. Here we have studied two examples of such systems in three dimensions. First we investigate the morphology and stability of a... more
We are interested in addressing the problem of coordinating a large number of simple agents in order to achieve a given task. Stated in this way, the question leads naturally to the Swarm Intelligence field. In this paper we use a new... more
The 2D laminar quasi-steady asymptotically simplified and linearized flow with a simplified mass transport of sediments is solved over a slowly erodible bed in various laminar basic shear flow (steady, oscillating or decelerating). The... more
Search for possible relationships between phylogeny and ontogeny is one of the most important issues in the field of evolutionary developmental biology. By representing developmental dynamics of spatially located cells with gene... more
Boundary-induced pattern formation from a spatially uniform state is investigated using onedimensional reaction-diffusion equations. The temporal oscillation is successively transformed into a spatially periodic pattern, triggered by... more
It is acknowledged that embryonic development has tendency to proceed from common toward specific. Ernst Haeckel raised the question of why that tendency prevailed through evolution, and the question remains unsolved. Here, we revisit... more
Boundary-induced pattern formation from a spatially uniform state is investigated using onedimensional reaction-diffusion equations. The temporal oscillation is successively transformed into a spatially periodic pattern, triggered by... more
Search for possible relationships between phylogeny and ontogeny is important in evolutionary-developmental biology. Here we uncover such relationships by numerical evolution and unveil their origin in terms of dynamical systems theory.... more
Spatiotemporal patterning of neuronal activity is considered to be an important feature of cognitive processing in the brain as well as pathological brain states, such as seizures. Here, we investigate complex interactions between... more
An overview of several dynamic properties of SQUID metamaterials is given in the presence of both constant and alternating magnetic field. The total current as a function of the driving frequency exhibits hysteretic effects which are... more
Chains of parametrically driven, damped pendula are known to support soliton-like clusters of in-phase motion which become unstable and seed spatiotemporal chaos for sufficiently large driving amplitudes. We show that the pinning of the... more
A periodic array of rf SQUIDs in an alternating magnetic field acts as an inherently nonlinear magnetic metamaterial, due to the nonlinearity of the Josephson element and the resonant properties of the SQUIDs themselves. Neighboring... more
In Hydra, head regeneration and bud formation appear to be very similar processes. The fact that there are genes whose expression is specific for one of the two processes suggests that they do not have identical molecular bases. We... more
We present results of an experimental and numerical investigation of the patterns realized by surface waves within an open rectangular container subjected to horizontal vibrations at frequencies of 40-100 Hz. The first instability... more
Particle clustering phenomenon is relevant to many industrial and natural systems. Particles denser than the carrier fluid tend to accumulate in the high-strain low-vorticity regions, which leads to inhomogeneous distribution of... more
The evolution of a ripple pattern on Si(100) surfaces induced by 60 keV Ar + beam incident at 60°with the surface normal has been studied as a function of bombardment time using ex situ atomic force microscopy (AFM) in ambient condition.... more
A two-dimensional Ising-like model with spin 1 and long-range interactions is studied numerically through a Monte Carlo simulation. The goal of the simulation is to describe pattern formations and critical temperature of twodimensional... more
This short speculative note inquires into the question as to whether AI computational models of the brain (LLMs most prominently) and neuroscience and computational neuroscience could eventually unify into a comprehensive theory of the... more
Starting from the hypothesis that both physics, in particular space-time and the physical vacuum, and the corresponding mathematics are discrete on the Planck scale we develop a certain framework in form of a '{\it cellular... more
Primary vascular pattern determines pathways of long distance transport for water, nutrients and signalling molecules within plant shoot systems. • Expression of an Arabidopsis thaliana homeobox gene 8::GUS construct is restricted to the... more
We deal with a weakly-coupled system of semilinear parabolic equations, namely a competition-diffusion system, and prove the existence of a stable spatially-inhomogeneous equilibrium solution on the assumption that the spatial domain is... more
We systematically derived hydrodynamic equations and transport coefficients for a class of multi-speed lattice Boltzmann models in D dimensions, using the multi-scale technique. The constitutive relation of physical fluid is recovered by... more
We revisit an elementary recursive approach to local conservation laws and the Hamiltonian formalism for the Toda hierarchy.
The use of liquid-crystal light valves (LCLV s) as nonlinear elements in diffractive optical systems with feedback leads to the formation of a variety of optical patterns. The spectrum of possible spatial instabilities is shown to be even... more
We present an experimental realization of an almost non-invasive stabilization and manipulation method of coexisting and unstable states of pattern forming systems. In a photorefractive single feedback system, a control path is used to... more
We investigate the origin of dynamics of hexagonal pattern formation in a photorefractive single feedback system[ By introducing an asymmetry\ we induced di}erent complex motion behaviours[ A visualization method is presented and means to... more
In the process of limb development, various signaling molecules are produced in the organizing center of the limb bud. These molecules regulate pattern formation and the morphogenesis of the limb. Members of the bone morphogenetic protein... more
In the developing limb bud, mesenchymal cells show position-specific affinity, suggesting that the positional identity of the cells is represented as their surface properties. Since the affinity is regulated by... more
Although regional differences in mesenchymal cell affinity in the limb bud represent positional identity, the molecular basis for cell affinity is poorly understood. We found that treatment of the cell surface with bacterial... more
Epitaxial thin film growth by vapor deposition or molecular beam epitaxy under ultra-high vacuum conditions generally occurs in two stages: (i) nucleation and growth of well-separated islands on the substrate; (ii) subsequent formation of... more
A new approach to algorithmic trading system development is presented. This approach, Kernel Price Pattern Trading (KPPT P ), allows the practitioner to link the performance of a learned classifier (that predicts the occurrence of the... more
We study front propagation in the reversible reaction-diffusion system A+A ↔ A on a 1-d lattice. Extending the idea of leading particle in studying the motion of the front we write a master equation in the stochastically moving frame... more
An experimental investigation of chemical reaction fronts, created by an initial separation of reactants, is reported for a system of two competing reactions. Spatiotemporal patterns are observed experimentally for the competing reaction... more
We investigate the Rayleigh-Taylor instability of a thin liquid film coated on the inside of a cylinder whose axis is orthogonal to gravity. We are interested in the effects of geometry on the instability, and contrast our results with... more
By virtue of Rayleigh-Benard convection, we illustrate the advantages of combining a hydrodynamic pattern forming instability with a thermodynamic critical point. This has already lead to many novel unexpected observations and is further... more
In this paper we study travelling wave solutions to a system of four non-linear partial di erential equations, which arise in a tissue interaction model for skin morphogenesis. Under the 'small-stress' assumption we prove the existence... more
The paper considers conditions sufficient for the existence of classical C solutions to a new model of chondrogenesis during the vertebrate limb formation. We assume that the diffusion coefficient of the fibronectin is positive and that... more
We consider the Eigen quasispecies model with a dynamic environment. For an environment with sharppeak fitness in which the most-fit sequence moves by k spin-flips each period T we find an asymptotic stationary state in which the... more
In the development of superintelligent artificial intelligence (AI), there arises a risk of cognitive burnout-performance degradation due to internal state overload, analogous to human burnout. This hypothesis suggests that unlimited... more
Evolutionary relationships between species are usually represented in phylogenies, i.e. evolutionary trees, which are a type of networks. The terminal nodes of these trees represent species, which are made of individuals and populations... more
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