Yakın zamana kadar İnsansız Hava Araçları (İHA) veya genellikle drone olarak da bilinen, uzaktan kumandalı insansız hava sistemleri farklı disiplinlerce çeşitli amaçlar doğrultusunda kullanılmaktadır. Bunun başlıca nedeni, İHA sistemlerinin görüntü toplamaya yönelik düşük maliyeti, hızlı ve konum bilgisine sahip fotoğraf video verileri sağlamasıdır. Ayrıca, İHA’lar, esneklik kabiliyeti havadan ...

We present a Data-Driven framework for multiscale mechanical analysis of materials. The proposed relies on the formulation in mechanics (Kirchdoerfer and Ortiz 2016), with material data being directly extracted from lower-scale computations. Particular emphasis is placed two key elements: parametrization history, optimal sampling state space. demonstrate an application prediction behavior sand,...

nowadays, due to increasing the complexity of ic engines, calibration task becomes more severe and the need to use surrogate models for investigating of the engine behavior arises. accordingly, many black box modeling approaches have been used in this context among which network based models are of the most powerful approaches thanks to their flexible structures. in this paper four network base...

geographic information and analysis provide a wide range of data and techniques to monitor and manage natural resources. as an important case, in arid and semi-arid areas, water management is critical for both local governance and citizens. as a result, the estimation of water potential brought by snowmelt runoff and rainfalls seems to be very useful and important for these areas. hydrological ...

successful modeling of hydro-environmental processes widely relies on quantity and quality of accessible data and noisy data might effect on the functioning of the modeling. on the other hand in training phase of any artificial intelligence (ai) based model, each training data set is usually a limited sample of possible patterns of the process and hence, might not show the behavior of whole pop...