In recent years, with the continued development and popularity of sustainable energy sources increasing utilization solar energy, accurate radiation prediction has become important. this paper, we propose a new model based on deep learning, Feature-enhanced Gated Recurrent Unit, hereafter referred to as FEGRU, for prediction. This takes source data one-dimensional convolution self-attention fea...

Irrigation water management is crucial for agricultural production and livelihood security in many regions and countries throughout the world. Over the past decades, controversial and conflictladen water-allocation issues among competing municipal, industrial and agricultural interests have raised increasing concerns. Particularly, growing population, varying natural conditions and shrinking wa...

In this paper we will survey some recent results on complexity theoretic model theory and algebra Essentially there are two major themes in this work The rst which we call complexity theoretic model theory deals with model ex istence questions For example given a recursive model A is there there a polynomial time exponential time polynomial space etc model B which is isomorphic to A The second ...