Deep-learning based down-scaling of summer monsoon rainfall data over Indian region. - Bipin Kumar; Rajib Chattopadhyay; Manmeet Singh; Niraj Chaudhari; Karthik Kodari; Amit Barve (CoRR, 2020)

Deep learning for improved global precipitation in numerical weather prediction systems. - Manmeet Singh; Bipin Kumar; Dev Niyogi; A. Suryachandra Rao; Sukhpal Singh Gill; Rajib Chattopadhyay; Ravi S. Nanjundiah (CoRR, 2021)

Machine learning for Earth System Science (ESS): A survey, status and future directions for South Asia. - Manmeet Singh; Bipin Kumar; Rajib Chattopadhyay; K. Amarjyothi; Anup K. Sutar; Sukanta Roy; A. Suryachandra Rao; Ravi S. Nanjundiah (CoRR, 2021)

On the modern deep learning approaches for precipitation downscaling. - Bipin Kumar; Kaustubh Atey; Bhupendra Bahadur Singh; Rajib Chattopadhyay; Nachiketa Acharya; Manmeet Singh; Ravi S. Nanjundiah; A. Suryachandra Rao (Earth Sci. Informatics, 2023)

Towards Location-Specific Precipitation Projections Using Deep Neural Networks. - Bipin Kumar; Bhvisy Kumar Yadav; Soumypdeep Mukhopadhyay; Rakshit Rohan; Bhupendra Bahadur Singh; Rajib Chattopadhyay; Nagraju Chilukoti; Atul Kumar Sahai (CoRR, 2025)