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01/10/2022
A Scalable Solution for Running Ensemble Simulations for Photovoltaic Energy
This chapter proposes and provides an in-depth discussion of a scalable ...
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09/27/2021
Improving the Thermal Infrared Monitoring of Volcanoes: A Deep Learning Approach for Intermittent Image Series
Active volcanoes are globally distributed and pose societal risks at mul...
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03/08/2021
Weather Analogs with a Machine Learning Similarity Metric for Renewable Resource Forecasting
The Analog Ensemble (AnEn) technique has been shown effective on several...
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02/04/2021
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for localized surface temperature forecasting in an urban environment
The rising temperature is one of the key indicators of a warming climate...
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09/26/2019
Probabilistic Forecasting using Deep Generative Models
The Analog Ensemble (AnEn) method tries to estimate the probability dist...
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10/23/2017