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Atmospheric states can be diagnosed from observations or simulated by dynamical models (with or without four-dimensional data assimilation, FDDA).
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By using an approach that couples mechanistic dynamical models with Bayesian inference, we have answered the five specific research questions we posed.
Dynamical models with time delay have been investigated extensively by scholars at home and abroad in recent years, especially predator-prey models [21 26], epidemic models [27 29] and computer virus models [9 11, 30, 31].
Transient response characteristics of a bolted flange connection structure with shear pin/cone under different types of load are studied by a simplified dynamical model with material nonlinearity.
Therefore, a four dimension continuous time virus dynamical model with Beddington-DeAngelis incidence rate and CTL immune response was studied by Wang, Tao and Song in [2].
A Boolean network is a dynamical model with discrete time and discrete state variables.
However, many mental functions demonstrate dynamical features and can be described by appropriate dynamical models over finite intervals of time.
The central concept presented in the paper is a real time repair schema implemented in a distributed architecture, that utilizes dynamical models described by differential equations with piece-wise continuous solutions.
Dynamical models utilize powerful supercomputers with sophisticated mathematical modeling software and meteorological data to calculate future weather conditions.
The Cell Collective and its major component, Bio-Logic Builder (manuscript submitted), aims at bridging this gap by enabling users to create these dynamical models without having to directly interact with the model's mathematical complexities.
Raue, A. et al. Structural and practical identifiability analysis of partially observed dynamical models by exploiting the profile likelihood.
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