Using phenomenological models for forecasting the 2015 Ebola challenge.
Sign Up to like & getrecommendations! Published in 2018 at "Epidemics"
DOI: 10.1016/j.epidem.2016.11.002
Abstract: BACKGROUND The rising number of novel pathogens threatening the human population has motivated the application of mathematical modeling for forecasting the trajectory and size of epidemics. MATERIALS AND METHODS We summarize the real-time forecasting results… read more here.
Keywords: 2015 ebola; ebola challenge; model; phenomenological models ... See more keywords
Utilising a deep neural network as a surrogate model to approximate phenomenological models of a comminution circuit for faster simulations
Sign Up to like & getrecommendations! Published in 2021 at "Minerals Engineering"
DOI: 10.1016/j.mineng.2021.107026
Abstract: Abstract Comminution circuits can be modelled using phenomenological models of individual unit operations to represent the operation performance. Process optimisation and block model variability analysis require millions of simulations to fully explore process efficiency through… read more here.
Keywords: network; model; phenomenological models; neural network ... See more keywords
Sensitivity analysis and calibration of phenomenological models for seismic analyses
Sign Up to like & getrecommendations! Published in 2018 at "Soil Dynamics and Earthquake Engineering"
DOI: 10.1016/j.soildyn.2018.02.024
Abstract: Abstract Phenomenological models used in seismic structural analyses are often based on parameters without explicit physical meaning, which must be calibrated by fitting experimental responses. Parameter calibration, as an inverse problem, may suffer from ill-posedness,… read more here.
Keywords: analysis; phenomenological models; calibration; calibration phenomenological ... See more keywords
Multivariate phenomenological models for real-time short-term forecasts of hospital capacity for COVID-19 in Belgium from March to June 2020
Sign Up to like & getrecommendations! Published in 2021 at "Epidemiology and Infection"
DOI: 10.1017/s0950268821002491
Abstract: Abstract Phenomenological models are popular for describing the epidemic curve. We present how they can be used at different phases in the epidemic, by modelling the daily number of new hospitalisations (or cases). As real-time… read more here.
Keywords: real time; hospital capacity; phenomenological models; march june ... See more keywords
Phenomenological models of two-particle correlation distributions on transverse momentum in relativistic heavy-ion collisions
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DOI: 10.1103/physrevc.99.024911
Abstract: Two-particle, pair-number correlation distributions on two-dimensional transverse momentum (pt1, pt2) constructed from the particle production in relativistic heavy-ion collisions allow access to dynamical processes in these systems beyond what can be studied with angular correlations… read more here.
Keywords: transverse momentum; phenomenological models; correlation distributions; correlation ... See more keywords
Understanding the Genome-Wide Transcription Response To Various cAMP Levels in Bacteria Using Phenomenological Models
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DOI: 10.1128/msystems.00900-22
Abstract: Different genes may follow different trends in response to various transcription factor concentrations. In this study, we ask two questions: (i) what are the trends that different genes follow in response to changing transcription factor… read more here.
Keywords: transcription; camp; phenomenological models; transcription factor ... See more keywords
Constructing and Classifying Phenomenological Models of Phase Transitions by Means of Catastrophe Theory
Sign Up to like & getrecommendations! Published in 2019 at "Bulletin of the Russian Academy of Sciences: Physics"
DOI: 10.3103/s1062873819090193
Abstract: Phenomenological models of phase transitions for two- and three-component order parameters are constructed by means of catastrophe theory using equivariant vector fields that consider the symmetry of the thermodynamic system. The models are classified according… read more here.
Keywords: phase transitions; catastrophe theory; models phase; phenomenological models ... See more keywords