Tootfinder

Variational Quantum Eigensolver Models of Molecular Quantum Dot Cellular Automata
Nischal Binod Gautam, Enrique P. Blair
https://arxiv.org/abs/2510.12656 https://

Variational Quantum Eigensolver Models of Molecular Quantum Dot Cellular Automata
Molecular quantum-dot Cellular Automata (QCA) may provide low-power, high-speed computational hardware for processing classical information. Simulation and modeling play an important role in the design of QCA circuits because fully-coherent models of QCA scale exponentially with the number of devices, and such models are severely limited in size. For larger circuits, approximations become necessary. In the era of fault-tolerant quantum computation, however, it may become possible to model large…

Supervised and unsupervised learning with numerical computation for the Wolfram cellular automata
Kui Tuo, Shengfeng Deng, Yuxiang Yang, Yanyang Wang, Qiuping A. Wang, Wei Li, Wenjun Zhang
https://arxiv.org/abs/2509.10209

Supervised and unsupervised learning with numerical computation for the Wolfram cellular automata
The local rules of Wolfram cellular automata with one-dimensional three-cell neighborhoods are represented by eight-bit binary that encode deterministic update rules. These automata are widely utilized to investigate self-organization phenomena and the dynamics of complex systems. In this work, we employ numerical simulations and computational methods to investigate the asymptotic density and dynamical evolution mechanisms in Wolfram automata. We apply both supervised and unsupervised learning …

MonochromeEvolutionaryBioDigitalMultiCellularSymbiosisStruggle
(Selected stills from my infinitely evolving C-SCAPE project, 2022 - made with #MonochromeMonday

Leveraging Cellular Automata for Real-Time Wildfire Spread Modeling in California
Connor Weinhouse, Jameson Augustin
https://arxiv.org/abs/2510.09708 https://

Leveraging Cellular Automata for Real-Time Wildfire Spread Modeling in California
Wildfires are becoming increasingly frequent and devastating, and therefore the technology to combat them must adapt accordingly. Modern predictive models have failed to balance predictive accuracy and operational viability, resulting in consistently delayed or misinformed fire suppression and public safety efforts. The present study addresses this gap by developing and validating a predictive model based on cellular automata (CA) that incorporates key environmental variables, including vegetat…

Replaced article(s) found for nlin.CG. https://arxiv.org/list/nlin.CG/new
[1/1]:
- Hierarchy of percolation patterns in a kinetic replication model
P. Ovchinnikov, K. Soldatov, V. Kapitan, G. Y. Chitov

Universal Analog Computation: Fra\"iss\'e limits of dynamical systems
Levin Hornischer
https://arxiv.org/abs/2510.10184 https://arxiv.org/pdf/2510…

Universal Analog Computation: Fraïssé limits of dynamical systems
Analog computation is an alternative to digital computation, that has recently re-gained prominence, since it includes neural networks. Further important examples are cellular automata and differential analyzers. While analog computers offer many advantages, they lack a notion of universality akin to universal digital computers. Since analog computers are best formalized as dynamical systems, we review scattered results on universal dynamical systems, identifying four senses of universality and…

Sharpness for monotone absorbing Interacting Particle Systems
Jean B\'erard (IRMA), Barbara Dembin (IRMA), Laure Mar\^ech\'e (IRMA)
https://arxiv.org/abs/2510.11424 http…

Sharpness for monotone absorbing Interacting Particle Systems
We prove a sharpness result for the dynamics of finite-range Interacting Particle Systems (IPS) on $\{0,1\}^{\mathbb Z^d}$. Starting from an IPS that is monotone, ergodic, and which admits the all-zero configuration as an absorbing state, we prove that there exists an arbitrarily small perturbation of the dynamics which leads to an \emph{exponentially} ergodic IPS. This extends the sharpness result previously established for (discrete-time) probabilistic cellular automata in \cite{Har} to the c…

A Rotation-Invariant Embedded Platform for (Neural) Cellular Automata
Dominik Woiwode, Jakob Marten, Bodo Rosenhahn
https://arxiv.org/abs/2510.07440 https://

A Rotation-Invariant Embedded Platform for (Neural) Cellular Automata
This paper presents a rotation-invariant embedded platform for simulating (neural) cellular automata (NCA) in modular robotic systems. Inspired by previous work on physical NCA, we introduce key innovations that overcome limitations in prior hardware designs. Our platform features a symmetric, modular structure, enabling seamless connections between cells regardless of orientation. Additionally, each cell is battery-powered, allowing it to operate independently and retain its state even when di…

Replaced article(s) found for nlin.CG. https://arxiv.org/list/nlin.CG/new
[1/1]:
- Squeezing codes: robust fluctuation-stabilized memories
Ethan Lake, Sunghan Ro

Unitary Quantum Cellular Automata for Density Classification
Pedro C. S. Costa, Yuval R. Sanders, Pedro Paulo Balbi, Gavin K. Brennen
https://arxiv.org/abs/2510.06947 https://…

Unitary Quantum Cellular Automata for Density Classification
We investigate the density classification task (DCT) -- determining the majority bit in a one-dimensional binary lattice -- within a quantum cellular automaton (CA) framework. While there is no one-dimensional two-state, radius $r \geq 1$, deterministic CA with periodic boundary conditions that solves the DCT perfectly, we explore whether a unitary quantum model can succeed. We employ the Partitioned Unitary Quantum Cellular Automaton (PUQCA), a number-conserving model, and, via evolutionary se…

Crosslisted article(s) found for nlin.CG. https://arxiv.org/list/nlin.CG/new
[1/1]:
- Scaling Properties of Avalanche Activity in the Two-Dimensional Abelian Sandpile Model
Anubhav Ganguly

Exploring one-dimensional, binary, radius-2 cellular automata, over cyclic configurations, in terms of their ability to solve decision problems by distributed consensus
Eurico Ruivo, Pedro Paulo Balbi, K\'evin Perrot, Marco Montalva-Medel, Eric Goles
https://arxiv.org/abs/2510.01040

Exploring one-dimensional, binary, radius-2 cellular automata, over cyclic configurations, in terms of their ability to solve decision problems by distributed consensus
Probing the ability of automata networks to solve decision problems has received a continuous attention in the literature, and specially with the automata reaching the answer by distributed consensus, i.e., their all taking on a same state, out of two. In the case of binary automata networks, regardless of the kind of update employed, the networks should display only two possible attractors, the fixed points $0^L$ and $1^L$, for all cyclic configurations of size $L$. A previous investigation in…

MonochromeEvolutionaryBioDigitalCellularAutomataSimulation
Unlike the recently shared[1] multi-cellular struggles, these here are some selected research stills (handpicked from tens of thousands) of only single CA configurations (aka mono-cultures) which I found interesting/promising and which were then used as raw ingredients/candidates for my infinitely evolving C-SCAPE project[2]...
Each of these cellular automata is 1.5D, meaning each pixel row is one generation, but I allowe…

[2025-09-15 Mon (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-10-15 Wed (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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For #TextureTuesday some more WIP snapshots of STRATA, a generative system I've been on/off working on since 2014 (in Clojure/TypeScript/Zig, originally for the cover design of HOLO magazine), loosely based on 1950s research/experiments by Barricelli, somewhat related to cellular automata and extended to use a different and much larger set of "reproduction/collision rules" f…

[2025-10-14 Tue (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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Training the classification capability of large-scale quantum cellular automata
Mario Boneberg, Simon Kochsiek, Gabriele Perfetto, Igor Lesanovsky
https://arxiv.org/abs/2509.18262

Replaced article(s) found for cs.FL. https://arxiv.org/list/cs.FL/new
[1/1]:
- Temporally Non-Uniform Cellular Automata: Surjectivity, Reversibility and Cyclic Behavior
Subrata Paul, Sukanta Das

Complexity of the Freezing Majority Rule with L-shaped Neighborhoods
Pablo Concha-Vega, Eric Goles, Pedro Montealegre, K\'evin Perrot
https://arxiv.org/abs/2509.16065 https:…

Complexity of the Freezing Majority Rule with L-shaped Neighborhoods
In this article we investigate the computational complexity of predicting two dimensional freezing majority cellular automata with states $\{-1,+1\}$, where the local interactions are based on an L-shaped neighborhood structure. In these automata, once a cell reaches state $+1$, it remains fixed in that state forever, while cells in state $-1$ update to the most represented state among their neighborhoods. We consider L-shaped neighborhoods, which mean that the vicinity of a given cell $c$ cons…

[2025-10-13 Mon (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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Smart Cellular Bricks for Decentralized Shape Classification and Damage Recovery
Rodrigo Moreno, Andres Faina, Shyam Sudhakaran, Kathryn Walker, Sebastian Risi
https://arxiv.org/abs/2509.18659

Smart Cellular Bricks for Decentralized Shape Classification and Damage Recovery
Biological systems possess remarkable capabilities for self-recognition and morphological regeneration, often relying solely on local interactions. Inspired by these decentralized processes, we present a novel system of physical 3D bricks--simple cubic units equipped with local communication, processing, and sensing--that are capable of inferring their global shape class and detecting structural damage. Leveraging Neural Cellular Automata (NCA), a learned, fully-distributed algorithm, our syste…

Crosslisted article(s) found for cond-mat.stat-mech. https://arxiv.org/list/cond-mat.stat-mech/new
[1/1]:
- Training the classification capability of large-scale quantum cellular automata
Mario Boneberg, Simon Kochsiek, Gabriele Perfetto, Igor Lesanovsky

Replaced article(s) found for nlin.CG. https://arxiv.org/list/nlin.CG/new
[1/1]:
- Orbits of One-Dimensional Cellular Automata Induced by Symmetry Transformations
Martin Schaller, Karl Svozil

Crosslisted article(s) found for nlin.CG. https://arxiv.org/list/nlin.CG/new
[1/1]:
- Local active error correction from simulated confinement
Ethan Lake
https:…

[2025-10-10 Fri (UTC), 1 new article found for nlin.CG Cellular Automata and Lattice Gases]
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Crosslisted article(s) found for q-bio.OT. https://arxiv.org/list/q-bio.OT/new
[1/1]:
- Neural cellular automata: applications to biology and beyond classical AI
Benedikt Hartl, Michael Levin, L\'eo Pio-Lopez

[2025-10-09 Thu (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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Crosslisted article(s) found for nlin.CG. https://arxiv.org/list/nlin.CG/new
[1/1]:
- Consistent kinetic modeling of compressible flows with variable Prandtl numbers: Double-distribut...
R. M. Str\"assle, S. A. Hosseini, I. V. Karlin

[2025-10-06 Mon (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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Replaced article(s) found for nlin.CG. https://arxiv.org/list/nlin.CG/new
[1/1]:
- Temporally Non-Uniform Cellular Automata: Surjectivity, Reversibility and Cyclic Behavior
Subrata Paul, Sukanta Das

[2025-10-03 Fri (UTC), 1 new article found for nlin.CG Cellular Automata and Lattice Gases]
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Replaced article(s) found for nlin.CG. https://arxiv.org/list/nlin.CG/new
[1/1]:
- The Glider Equation for Asymptotic Lenia
Hiroki Kojima, Ivan Yevenko, Takashi Ikegami

Crosslisted article(s) found for nlin.CG. https://arxiv.org/list/nlin.CG/new
[1/1]:
- Phase transition from localization to chaos in classical many-body system
Yusuf Kasim, Pavel Orlov, Toma\v{z} Prosen

[2025-10-02 Thu (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-10-01 Wed (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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Crosslisted article(s) found for nlin.CG. https://arxiv.org/list/nlin.CG/new
[1/1]:
- Squeezing codes: robust fluctuation-stabilized memories
Ethan Lake, Sunghan Ro

[2025-09-30 Tue (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-09-29 Mon (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-09-26 Fri (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-09-25 Thu (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-09-24 Wed (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-09-23 Tue (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-09-22 Mon (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-09-19 Fri (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-09-18 Thu (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-09-17 Wed (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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[2025-09-16 Tue (UTC), no new articles found for nlin.CG Cellular Automata and Lattice Gases]
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