Parallel fuzzy cellular automata for data-driven simulation of wildfire spreading

VG Ntinas, BE Moutafis, GA Trunfio… - Journal of computational …, 2017 - Elsevier
Cellular Automata (CA) have been introduced many decades ago as one of the most
efficient parallel computational models able to simulate various physical processes and …

Accelerating fuzzy cellular automata for modeling crowd dynamics

I Gerakakis, P Gavriilidis, NI Dourvas… - Journal of …, 2019 - Elsevier
Pedestrian and crowd dynamics are physical phenomena that are fundamentally
characterized by non-linear complexity. In the same time, the need of modern way of living …

Parallel execution of cellular automata through space partitioning: the landslide simulation sciddicas3-hex case study

A Giordano, A De Rango, D Spataro… - 2017 25th Euromicro …, 2017 - ieeexplore.ieee.org
The performance and scalability of cellular automata, when executed on parallel/distributed
machines, are limited by the necessity of synchronizing all the nodes at each time step, ie, a …

Preliminary model of saturated flow using cellular automata

A De Rango, L Furnari, A Giordano, A Senatore… - … : Theory and Algorithms, 2019 - Springer
A fully-coupled from surface to groundwater hydrological model is being developed based
on the Extended Cellular Automata formalism (XCA), which proves to be very suitable for …

A dynamic load balancing technique for parallel execution of structured grid models

A Giordano, A De Rango, R Rongo… - … : Theory and Algorithms, 2019 - Springer
Partitioning computational load over different processing elements is a crucial issue in
parallel computing. This is particularly relevant in the case of parallel execution of structured …

An implementation of the social distances model using multi-GPU systems

A Kłusek, P Topa, J Wąs… - The International Journal …, 2018 - journals.sagepub.com
We propose a new approach for using GPUs in large scale simulations of pedestrian
evacuation. The Social Distances Model is designed for efficient modeling of pedestrian …

Accelerating a three-dimensional eco-hydrological cellular automaton on GPGPU with OpenCL

A Senatore, D D'Ambrosio, A De Rango… - AIP Conference …, 2016 - pubs.aip.org
This work presents an effective implementation of a numerical model for complete eco-
hydrological Cellular Automata modeling on Graphical Processing Units (GPU) with …

Exploiting distributed discrete-event simulation techniques for parallel execution of cellular automata

A Giordano, D D'Ambrosio, A De Rango… - Artificial Life and …, 2020 - Springer
Abstract The Cellular Automata (CA) paradigm is well-suited to model complex systems
based on local rules of evolution such as those related to fluid-dynamics, crowd simulation …

The quantization algorithm impact in hydrological applications: Preliminary results

A De Rango, L Furnari, D D'Ambrosio… - International Conference …, 2020 - Springer
A computationally efficient surface to groundwater coupled hydrological model is being
developed based on the Extended Cellular Automata (XCA) formalism. The three …

Applications of the opencal scientific library in the context of cfd: Applications to debris flows

D D'Ambrosio, A De Rango, D Spataro… - 2017 IEEE 14th …, 2017 - ieeexplore.ieee.org
We here present computational results as performed by the new OpenCAL scientific library
for seamless implementation of models referred to Computational Fluid Dynamics (CFD). In …