Introducing global learning in regional energy system models

Iran's Role In Energy Security At Regional And Global Levels

iran's role in energy security at regional and global levels

Learning Deep Energy Models

Deep generative models with multiple hidden layers have been shown to be able to learn meaningful and compact representations of data. In this work we propose deep energy models, which use deep feedforward neural networks to model the energy landscapes that define probabilistic models. We are able to efficiently train all layers of our model simultaneously, allowing the lower layers of the mode...

iran's role in energy security at regional and global levels

0

A Qualitative System Theory : Introducing Global View into Qualitative Reasoning

Many of the qualitative simulation algorithms so far proposed depend upon local propagation paradigm, and hence produce spurious states . Recent approaches use topological constraints in phase space diagrams for filtering the spurious states . We propose an alternative method of recognizing global properties in the graphically expressed qualitative model. Qualitative versions of such system-the...