Performance of a Prediction Model of Suicide Attempts Across Race and Ethnicity.
Sign Up to like & getrecommendations! Published in 2023 at "JAMA psychiatry"
DOI: 10.1001/jamapsychiatry.2022.5063
Abstract: This study examines whether race disparities exist in the prediction of suicide attempts and if have they have detrimental effects on individuals and health care systems. read more here.
Keywords: race; prediction model; performance prediction; suicide attempts ... See more keywords
Performance prediction of fuel cells using long short‐term memory recurrent neural network
Sign Up to like & getrecommendations! Published in 2021 at "International Journal of Energy Research"
DOI: 10.1002/er.6443
Abstract: Performance prediction of proton‐exchange membrane fuel cell (PEMFC) under dynamic conditions, especially for vehicle applications, is increasingly become the focus of attention. This article proposes a performance prediction method of PEMFC using long short‐term memory… read more here.
Keywords: curve; performance; prediction; neural network ... See more keywords
Neural Architecture Performance Prediction Using Graph Neural Networks
Sign Up to like & getrecommendations! Published in 2020 at "Pattern Recognition"
DOI: 10.1007/978-3-030-71278-5_14
Abstract: In computer vision research, the process of automating architecture engineering, Neural Architecture Search (NAS), has gained substantial interest. Due to the high computational costs, most recent approaches to NAS as well as the few available… read more here.
Keywords: neural architecture; performance prediction; architecture performance; architecture ... See more keywords
Uncertainty aggregation and reduction in structure–material performance prediction
Sign Up to like & getrecommendations! Published in 2018 at "Computational Mechanics"
DOI: 10.1007/s00466-017-1448-6
Abstract: An uncertainty aggregation and reduction framework is presented for structure–material performance prediction. Different types of uncertainty sources, structural analysis model, and material performance prediction model are connected through a Bayesian network for systematic uncertainty aggregation… read more here.
Keywords: model; performance prediction; uncertainty; material performance ... See more keywords
BP neural network-based ABEP performance prediction for mobile Internet of Things communication systems
Sign Up to like & getrecommendations! Published in 2019 at "Neural Computing and Applications"
DOI: 10.1007/s00521-019-04604-z
Abstract: Wireless communications play an important role in the mobile Internet of Things (IoT). For practical mobile communication systems, N-Nakagami fading channels are a better characterization than N-Rayleigh and 2-Rayleigh fading channels. The average bit error… read more here.
Keywords: performance; neural network; performance prediction; abep performance ... See more keywords
Building energy performance prediction using neural networks
Sign Up to like & getrecommendations! Published in 2017 at "Energy Efficiency"
DOI: 10.1007/s12053-017-9524-5
Abstract: The energy in buildings is influenced by numerous factors characterized by non-linear multi-interrelationships. Consequently, the prediction of the energy performance of a building, in the presence of these factors, becomes a complex task. The work… read more here.
Keywords: neural networks; energy; building energy; performance prediction ... See more keywords
A New Performance Prediction Model for Rock TBMs
Sign Up to like & getrecommendations! Published in 2017 at "Indian Geotechnical Journal"
DOI: 10.1007/s40098-017-0226-x
Abstract: Tunnel boring machine (TBM) tunneling projects will have many challenges and the prediction of their performance, possibly the most critical one. Inaccurate predictions can drastically affect the decision making process and the scheduling of the… read more here.
Keywords: rock; new performance; model; performance ... See more keywords
Thermal performance prediction of outdoor swimming pools
Sign Up to like & getrecommendations! Published in 2019 at "Building and Environment"
DOI: 10.1016/j.buildenv.2019.106167
Abstract: The sizing of water heating plants for outdoor community swimming pools conventionally relies on empirical methods and industry guidelines that seldom account for local climatic conditions. In the absence of a model that accounts for… read more here.
Keywords: pool; model; swimming pools; performance prediction ... See more keywords
Field reconstruction and off-design performance prediction of turbomachinery in energy systems based on deep learning techniques
Sign Up to like & getrecommendations! Published in 2022 at "Energy"
DOI: 10.1016/j.energy.2021.121825
Abstract: Abstract Obtaining the off-design characteristics of core components such as turbines and compressors is the basis of off-design analysis for energy systems. However, the characteristics are difficult to accurately acquire in the initial design stage… read more here.
Keywords: field reconstruction; performance prediction; design;
Fatigue performance prediction of S235 base steel plates in the riveted connections
Sign Up to like & getrecommendations! Published in 2021 at "Structures"
DOI: 10.1016/j.istruc.2020.11.082
Abstract: Abstract Although several old riveted bridges served more than 100–150 years in the world, some of them are still in the application, generally limited by the economic budget or cultural relic protection reason. Hence, the status… read more here.
Keywords: s235 base; performance; riveted connections; prediction s235 ... See more keywords
Synthesis, characterization and machine learning based performance prediction of straw activated carbon
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Cleaner Production"
DOI: 10.1016/j.jclepro.2018.12.093
Abstract: Abstract The research on the preparation of activated carbon co-activated by hydrothermal carbonization and pyrolysis was uncommon and less experiments used ultrasonic assisted impregnation. The synergistic effect of two catalysts had certain research value. There… read more here.
Keywords: preparation; activated carbon; straw activated; carbon ... See more keywords