Artificial intelligence techniques: an introduction to their use for modelling environmental systems

SH Chen, AJ Jakeman, JP Norton - Mathematics and computers in …, 2008 - Elsevier
Knowledge-based or Artificial Intelligence techniques are used increasingly as alternatives
to more classical techniques to model environmental systems. We review some of them and …

Computationally efficient cellular automata‐based full‐field models of static recrystallization: A perspective review

L Madej, M Sitko - steel research international, 2023 - Wiley Online Library
The evolution of metallic material microstructures under thermomechanical treatment is a
critical element that influences the in‐use properties of the final product. In the last four …

Opencal system extension and application to the three-dimensional richards equation for unsaturated flow

A De Rango, L Furnari, A Giordano, A Senatore… - … & Mathematics with …, 2021 - Elsevier
OpenCAL is a scientific software library specifically developed for the simulation of 2D and
3D complex dynamical systems on parallel computational devices. It is written in C/C++ and …

Asynchronous cellular automata subsurface flow simulations in two-and three-dimensional heterogeneous soils

L Furnari, A Senatore, A De Rango, M De Biase… - Advances in Water …, 2021 - Elsevier
Cellular Automata (CA) are particularly suitable for physically-based modelling of complex
hydrological processes due to their inherent aptitude for parallel computing. Nevertheless …

RunCA: A cellular automata model for simulating surface runoff at different scales

Q Shao, D Weatherley, L Huang, T Baumgartl - Journal of Hydrology, 2015 - Elsevier
Summary The Runoff Model Based on Cellular Automata (RunCA) has been developed to
simulate surface runoff at different scales by integrating basic cellular automata (CA) rules …

A cellular automata (CA)-based method to improve the SWMM performance with scarce drainage data and its spatial scale effect

Y Dai, L Chen, Z Shen - Journal of Hydrology, 2020 - Elsevier
Semi-distributed models, such as SWMM, have become effective tools for quantifying the
urban nonpoint source (NPS) pollution. However, these models could not provide detailed …

Cellular automata and GPGPU: an application to lava flow modeling

D D'Ambrosio, G Filippone, R Rongo… - International Journal of …, 2012 - igi-global.com
This paper presents an efficient implementation of the SCIARA Cellular Automata
computational model for simulating lava flows using the Compute Unified Device …

Modelling fluid flow through a single fracture with different contacts using cellular automata

PZ Pan, XT Feng, DP Xu, LF Shen, JB Yang - Computers and Geotechnics, 2011 - Elsevier
The representation of the surface of a rock fracture and a numerical method to simulate fluid
flow in single fractures are the keys to understanding the hydraulic behaviour of rock …

Construction of a cellular automata-based model for rainfall-runoff and NPS pollution simulation in an urban catchment

Y Dai, L Chen, P Zhang, YC Xiao, XS Hou, ZY Shen - Journal of Hydrology, 2019 - Elsevier
Overland routing processes are critical for understanding the water environment impact of
the urbanization-induced land-cover change and guiding the optimized landscape planning …

The new SCIARA-fv3 numerical model and acceleration by GPGPU strategies

D Spataro, D D'Ambrosio, G Filippone… - … Journal of High …, 2017 - journals.sagepub.com
This paper presents the parallel implementation, using the Compute Unified Device
Architecture (CUDA) architecture, of the SCIARA-fv3 Complex Cellular Automata model for …