Graphics processing unit/artificial neural network-accelerated large-eddy simulation of swirling premixed flames
Sign Up to like & getrecommendations! Published in 2024 at "Physics of Fluids"
DOI: 10.1063/5.0202321
Abstract: Within the scope of reacting flow simulations, the real-time direct integration (DI) of stiff ordinary differential equations for the computation of chemical kinetics stands as the primary demand on computational resources. Meanwhile, as the number… read more here.
Keywords: processing unit; chemistry; gpu ann; ann approach ... See more keywords
Performance prediction for network-level flexible pavements using an optimised ANN approach
Sign Up to like & getrecommendations! Published in 2024 at "International Journal of Pavement Engineering"
DOI: 10.1080/10298436.2024.2329231
Abstract: ABSTRACT Considering that the road network shares traffic flow as a system, this study aimed to predict the network-level flexible pavement performance, using an optimised artificial neural network (ANN) approach to predict the pavement performance… read more here.
Keywords: ann approach; network level; performance; network ... See more keywords
Predicting cybersecurity behaviors in the metaverse through the lenses of TTAT and TPB: a hybrid SEM-ANN approach
Sign Up to like & getrecommendations! Published in 2025 at "Online Information Review"
DOI: 10.1108/oir-08-2023-0425
Abstract: PurposeThe Metaverse holds vast amounts of user data, making it essential to address threats to its confidentiality, integrity and availability. These threats are not purely technological, as user actions and perceptions, shaped by psychological factors,… read more here.
Keywords: sem ann; ann approach; cybersecurity behaviors; cybersecurity ... See more keywords
AI-Driven Optimization of Fly Ash-Based Geopolymer Concrete for Sustainable High Strength and CO2 Reduction: An Application of Hybrid Taguchi–Grey–ANN Approach
Sign Up to like & getrecommendations! Published in 2025 at "Buildings"
DOI: 10.3390/buildings15122081
Abstract: The construction industry urgently requires sustainable alternatives to conventional concrete to reduce its environmental impact. This study addresses this challenge by developing machine learning-optimized geopolymer concrete (GPC) using industrial waste fly ash as cement replacement.… read more here.
Keywords: ann approach; geopolymer concrete; ash based; taguchi grey ... See more keywords
Machine Learning-Based Mooring Failure Detection for FPSOs: A Two-Step ANN Approach
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Marine Science and Engineering"
DOI: 10.3390/jmse13040791
Abstract: This study presents a two-step artificial neural network (ANN) approach for detecting mooring failures in a spread-moored floating production storage and offloading (FPSO) vessel using platform motion data. Synthetic statistical data generated from time-domain simulations… read more here.
Keywords: ann approach; step; step ann; failure ... See more keywords
Analysis of different combinations of meteorological parameters in predicting rainfall with an ANN approach: a case study in Morphou, Northern Cyprus
Sign Up to like & getrecommendations! Published in 2020 at "Desalination and Water Treatment"
DOI: 10.5004/dwt.2020.24988
Abstract: Forecasting rainfall is one of the most essential issues in the hydrological cycle. It is very challenging because is still not possible to develop an ideal model given the uncertainty and unexpected variation. Therefore, the… read more here.
Keywords: study; meteorological parameters; ann; rainfall ... See more keywords