5 citations · 8 across the 3 of their papers we have counts for
4 papers
Weather Analogs with a Machine Learning Similarity Metric for Renewable Resource Forecasting
Weiming Hu, Guido Cervone, George Young +1
The Analog Ensemble (AnEn) technique has been shown effective on several weather problems. Unlike previous weather analogs that are sought within a large spatial domain and an exte…
Using Long Short-Term Memory (LSTM) and Internet of Things (IoT) for localized surface temperature forecasting in an urban environment
Manzhu Yu, Fangcao Xu, Weiming Hu +2
The rising temperature is one of the key indicators of a warming climate, and it can cause extensive stress to biological systems as well as built structures. Due to the heat islan…
Changes in air quality and human mobility in the U.S. during the COVID-19 pandemic
Cristina L. Archer, Guido Cervone, Maryam Golbazi +2
The first goal of this study is to quantify the magnitude and spatial variability of air quality changes in the US during the COVID-19 pandemic. We focus on two federally regulated…
Probabilistic Forecasting using Deep Generative Models
Alessandro Fanfarillo, Behrooz Roozitalab, Weiming Hu +1
The Analog Ensemble (AnEn) method tries to estimate the probability distribution of the future state of the atmosphere with a set of past observations that correspond to the best a…