Pratima Kumari

Extreme gradient boosting and deep neural network based ensemble learning approach to forecast hourly solar irradiance

Pratima Kumari, Durga Toshniwal · Journal of Cleaner Production · 2020 · 257 citations

Numerical Weather Prediction, Hourly Solar Irradiance, Machine Learning +13

Long short term memory–convolutional neural network based deep hybrid approach for solar irradiance forecasting

Pratima Kumari, Durga Toshniwal · Applied Energy · 2021 · 255 citations

Engineering, Machine Learning, Data Science +9

Impact of lockdown measures during COVID-19 on air quality– A case study of India

Pratima Kumari, Durga Toshniwal · International Journal of Environmental Health Research · 2020 · 231 citations

Impact of lockdown on air quality over major cities across the globe during COVID-19 pandemic

Pratima Kumari, Durga Toshniwal · Urban Climate · 2020 · 219 citations · Full text

Major Cities, Global Health, Environmental Health +7

Real-time estimation of COVID-19 cases using machine learning and mathematical models - The case of India

Pratima Kumari, Durga Toshniwal · 2020 · 29 citations

Engineering, Machine Learning, Real-time Estimation +17