In this paper, we propose a new multi-directional two-dimensional continuous model for urban traffic. It is called the NEWS model, since it represents system of four partial differential equations (PDEs) that describe propagation vehicle density in cardinal direction layers: North, South, West and East. The can be applied to predict traffic evolution on general network arbitrary size by knowing...

Lossless image compression is an important technique for storage and transmission when information loss not allowed. With the fast development of deep learning techniques, neural networks have been used in this field to achieve a higher rate. Methods based on pixel-wise autoregressive statistical models shown good performance. However, sequential processing way prevents these methods be practic...

Bipolar membrane electrodialysis (BMED) is a technology combining solute and solvent dissociation to produce chemicals. In the recent decades, it has been typically studied for production of valuable acid base solutions from salt streams. Although many works have devoted experimental investigation BMED, only few efforts focused on its mathematical modelling. present work, comprehensive process ...