[HTML][HTML] Efficient simulation execution of cellular automata on GPU

D Cagigas-Muñiz, F Diaz-del-Rio… - … Modelling Practice and …, 2022 - Elsevier
Abstract Graphics Processing Units (GPUs) can be used as convenient hardware
accelerators to speed up Cellular Automata (CA) simulations, which are employed in many …

Tensor‐CA: A high‐performance cellular automata model for land use simulation based on vectorization and GPU

H Zhuang, X Liu, X Liang, Y Yan, J He, Y Cai… - Transactions in …, 2022 - Wiley Online Library
With the ability to understand linkages and feedbacks between land use dynamics and
human–land relationships, cellular automata (CA) are extensively applied in land use/cover …

Observability and reconstructibility of bounded cellular automata

T Plénet, S El Yacoubi, C Raïevsky… - International Journal of …, 2022 - Taylor & Francis
The aim of this article is to provide several ways to assess the observability and the
reconstructibility of bounded cellular automata (CA). First, generic definitions for the …

A high‐performance cellular automata model for urban expansion simulation based on convolution and graphic processing unit

H Zeng, H Wang, B Zhang - Transactions in GIS, 2024 - Wiley Online Library
Cellular automata (CA) models are effective tools for simulating future urban expansion.
With the widespread use of high‐resolution geospatial data for CA simulation, the …

CAT: Cellular Automata on Tensor Cores

CA Navarro, FA Quezada, E Meneses… - … on Parallel and …, 2024 - ieeexplore.ieee.org
Cellular automata (CA) are simulation models that can produce complex emergent
behaviors from simple local rules. Although state-of-the-art GPU solutions are already fast …

Large-scale cellular automata on fpgas: A new generic architecture and a framework

N Kyparissas, A Dollas - ACM Transactions on Reconfigurable …, 2020 - dl.acm.org
Cellular automata (CA) are discrete mathematical models discovered in the 1940s by John
von Neumann and Stanislaw Ulam and have been used extensively in many scientific …

Design and implementation of cellular automata on FPGA for hardware acceleration

R Bakhteri, J Cheng, A Semmelhack - Procedia Computer Science, 2020 - Elsevier
Abstract A Cellular Automata (CA) model consists of a lattice of cells and a set of rules
governing their behavior. Each cell holds one of a predetermined set of states such as dead …

An FPGA-based architecture to simulate cellular automata with large neighborhoods in real time

N Kyparissas, A Dollas - 2019 29th International Conference on …, 2019 - ieeexplore.ieee.org
In this paper we present a reconfigurable logic-based parallel architecture for the
computation of 29X29 large-neighborhood cellular automata at 60 frames-per-second (FPS) …

Cellular automata for the observation of complex systems

T Plenet - 2022 - theses.hal.science
In this thesis, we propose to study the observability of cellular automata (CA), ie how we can
efficiently reconstruct the state of a CA from a limited number of measurements. To do so, we …

Brilliant Challenges Optimization Problem Submission Contest Final Report

J Badura, A Laskowski, M Antczak, J Blazewicz… - arxiv preprint arxiv …, 2021 - arxiv.org
This paper concludes the Brilliant Challenges contest. Participants had to design interesting
optimization problems and publish them using the Optil. io platform. It was the first widely …