158 citations · 389 across the 49 of their papers we have counts for
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On the Relationship Between Ground- and Satellite- Based Global Horizontal Irradiance
Mayank Jain, Deepak Joel Yericherla, Soumyabrata Dev
Global horizontal irradiance (GHI) plays a significant role in maintaining the earth's ecological balance and generating electricity in photovoltaic systems. While the satellites h…
Monitoring Atmospheric Pollutants From Ground-based Observations
Nicholas Danesi, Mayank Jain, Yee Hui Lee +1
Remote sensing analysts continuously monitor the amount of pollutants in the atmosphere. They are usually performed via satellite images. However, these images suffer from low temp…
Validating Clustering Frameworks for Electric Load Demand Profiles
Mayank Jain, Tarek AlSkaif, Soumyabrata Dev
Large-scale deployment of smart meters has made it possible to collect sufficient and high-resolution data of residential electric demand profiles. Clustering analysis of these pro…
Forecasting Precipitable Water Vapor Using LSTMs
Mayank Jain, Shilpa Manandhar, Yee Hui Lee +2
Long-Short-Term-Memory (LSTM) networks have been used extensively for time series forecasting in recent years due to their ability of learning patterns over different periods of ti…