Percolative Behavior Models Based on Artificial Neural Networks for Electrical Percolation of AOT Microemulsions in the Presence of Crown Ethers as Additives

2014 ◽  
Vol 51 (6) ◽  
pp. 533-540 ◽  
Author(s):  
Óscar Moldes ◽  
Antonio Cid ◽  
Gonzalo Astray ◽  
Juan Mejuto
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Crown Ethers ◽  
Electrical Percolation ◽  
Artificial Neural ◽  
Behavior Models

scholarly journals An Artificial Neural Network Framework for Pedestrian Walking Behavior Modeling and Simulation

2020 ◽  
Vol 5 ◽  
Author(s):  
Peter Kielar ◽  
André Borrmann
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Influence Factors ◽  
Behavior Modeling ◽  
Movement Behavior ◽  
Walking Behavior ◽  
Crowd Simulations ◽  
Training Simulation ◽  
Artificial Neural ◽  
Behavior Models

Movement behavior models of pedestrian agents form the basis of computational crowd simulations. In contemporary research, a large number of models exist. However, there is still no walking behavior model that can address the various influence factors of movement behavior holistically. Thus, we endorse the use of artificial neural networks to develop walking behavior models because machine learning methods can integrate behavioral factors efficiently, automatically, and data-driven. In this paper, we support this approach by providing a framework that describes how to include artificial neural networks into a pedestrian research context. The framework comprises 5 phases: data, replay, training, simulation, and validation. Furthermore, we describe and discuss a prototype of the framework.

Influence Prediction of Small Organic Molecules (Ureas and Thioureas) Upon Electrical Percolation of AOT-Based Microemulsions Using Artificial Neural Networks

2012 ◽  
Vol 49 (4) ◽  
pp. 316-320 ◽  
Author(s):  
Iago Antonio Montoya ◽  
Gonzalo Astray ◽  
Antonio Cid ◽  
José Antonio Manso ◽  
Oscar Adrían Moldes ◽  
...  
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Organic Molecules ◽  
Small Organic Molecules ◽  
Electrical Percolation ◽  
Artificial Neural

Influence Prediction of Alkylamines Upon Electrical Percolation of AOT-based Microemulsions Using Artificial Neural Networks

2015 ◽  
Vol 52 (6) ◽  
pp. 473-476 ◽  
Author(s):  
Iago Antonio Montoya ◽  
Oscar Adrían Moldes ◽  
Antonio Cid ◽  
Gonzalo Astray ◽  
Juan Francisco Gálvez ◽  
...  
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Electrical Percolation ◽  
Artificial Neural

FUTURE OF ARTIFICIAL NEURAL NETWORKS IN SPACE EXPLORATION AND SPACE ENGINEERING

2018 ◽  
pp. 6-11
Author(s):  
Kobiljon Kh. Zoidov ◽  
◽  
Svetlana V. Ponomareva ◽  
Daniel I. Serebryansky ◽  
◽  
...  
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Space Exploration ◽  
Artificial Neural
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