Identification of the transition rule in a modified cellular automata model: the case of dendritic NH4Br crystal growth

A method of identifying the transition rule, encapsulated in a modified cellular automata (CA) model, is demonstrated using experimentally observed evolution of dendritic crystal growth patterns in NH4Br crystals. The influence of the factors, such as experimental set-up and image pre-processing, colour and size calibrations, on the method of identification are discussed in detail. A noise reduction parameter and the diffusion velocity of the crystal boundary are also considered. The results show that the proposed method can in principle provide a good representation of the dendritic growth anisotropy of any system

Identification of excitable media using a scalar coupled map lattice model

The identification problem for excitable media is investigated in this paper. A new scalar coupled map lattice (SCML) model is introduced and the orthogonal least squares algorithm is employed to determinate the structure of the SCML model and to estimate the associated parameters. A simulated pattern and a pattern observed directly from a real Belousov-Zhabotinsky reaction are identified. The identified SCML models are shown to possess almost the same local dynamics as the original systems and are able to provide good long term predictions

Spatio-temporal modelling of wave formation in an excitable chemical medium based on a revised FitzHugh-Nagumo model

The wavefront profile and the propagation velocity of waves in an experimentally observed Belousov-Zhabotinskii reaction are analyzed and a revised FitzHumgh-Nagumo(FHN) model of these systems is identified. The ratio between the excitation period and the recovery period, for a solitary wave are studied, and included within the model. Averaged travelling velocities at different spatial positions are shown to be consistent under the same experimental conditions. The relationship between the propagation velocity and the curvature of the wavefront are also studied to deduce the diffusion coefficient in the model, which is a function of the curvature of the wavefront and not a constant. The application of the identified model is demonstrated on real experimental data and validated using multi-step ahead predictions

Risk knowledge, product knowledge, and brand benefits for purchase intentions: Experiences with air purifiers against city smog in China

The present study is based on the theoretical framework of protective action decision model. This study aims to explain the relationship among the risk knowledge, product knowledge, risk perception, and brand benefits and the consumers’ purchase intentions of a specific air purifier compared with alternative brands. The research context is city smog. Results show that consumers’ risk knowledge and product knowledge significantly affect their purchase of an air purifier brand as well as play a considerable role in predicting their risk perception and in foreseeing their purchase intentions under the influence of the manufacturer's advertising strategies. Furthermore, consumers’ risk perception is a critical psychological factor that has a significantly positive influence on brand's experiential benefits, instead of functional and symbolic benefits. In particular, when comparing with brand's functional and symbolic benefits, the brand's experiential benefits is more attractive to consumers and has a stronger effect on consumers’ air purifier purchase intentions in the context of city smog

Solution-Mediated Polymorphic Transformation: Form II to Form III Piracetam in Organic Solvents

NoThe solution-mediated polymorphic transformation from Form II to Form III 2-oxo-1-pyrrolidine acetamide (piracetam) was investigated in seven organic solvents over the temperature range of 5–50 °C. The transformation rate increased as a function of temperature, agitation, and the solubility of piracetam in the host solvent. However, this trend was reversed in 2-propanol. Molecular modeling demonstrated that 2-propanol forms interactions with piracetam molecules in solution stronger than those formed by other solvents, thereby retarding the nucleation and growth of FIII(6.525) during the transformation in this solvent.SF