Acoustic metamaterials are engineered microstructures with special mechanical and acoustic properties enabling exotic effects such as wave steering, focusing cloaking. In this research, we develop a new machine learning framework for predicting optimal metastructures planar configurations of scatterers specific functionalities. Specifically, implement by combining probabilistic generative model...

An increasing number of publications present the joint application design experiments (DOE) and machine learning (ML) as a methodology to collect analyze data on specific industrial phenomenon. However, literature shows that choice for collection model analysis is often not driven by statistical or algorithmic advantages, thus there lack studies which provide guidelines what designs ML models j...

In recent years, we have witnessed a continuous increase in the number of embedded devices with communication capabilities that are changing the way we live, work and play. Smart grids, remote monitoring and control of all kinds of consumer devices and industrial equipment, vehicular telematics and e-health devices, are some examples of this revolution. The communication between those devices (...

machine harvesting of legumes in iran is not being done due to unsuitable variety of the plant, lack of farmers' technical knowledge and farms of small scale sizes.currently the plant is harvested by hand and carried to the thresher: yet application of these threshers is not common; they are few in number, and not very suitable for iran. this presentation shows the design and construction ...