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Bipin Kumar

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On the modern deep learning approaches for precipitation downscaling

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Jul 02, 2022
Bipin Kumar, Kaustubh Atey, Bhupendra Bahadur Singh, Rajib Chattopadhyay, Nachiket Acharya, Manmeet Singh, Ravi S. Nanjundiah, Suryachandra A. Rao

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Short-range forecasts of global precipitation using deep learning-augmented numerical weather prediction

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Jun 24, 2022
Manmeet Singh, Vaisakh S B, Nachiketa Acharya, Suryachandra A Rao, Bipin Kumar, Zong-Liang Yang, Dev Niyogi

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Machine learning for Earth System Science (ESS): A survey, status and future directions for South Asia

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Dec 24, 2021
Manmeet Singh, Bipin Kumar, Rajib Chattopadhyay, K Amarjyothi, Anup K Sutar, Sukanta Roy, Suryachandra A Rao, Ravi S. Nanjundiah

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Deep learning for improved global precipitation in numerical weather prediction systems

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Jun 20, 2021
Manmeet Singh, Bipin Kumar, Dev Niyogi, Suryachandra Rao, Sukhpal Singh Gill, Rajib Chattopadhyay, Ravi S Nanjundiah

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Deep-learning based down-scaling of summer monsoon rainfall data over Indian region

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Dec 08, 2020
Bipin Kumar, Rajib Chattopadhyay, Manmeet Singh, Niraj Chaudhari, Karthik Kodari, Amit Barve

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