Deepayan Chakraborty

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Publications (8)

• CV-GAN - A Generative Model to Simulate Global Climate Variability
  2026 DOI: 10.22541/essoar.174671893.31045476/v2
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• Causally Aware Feature Selection for Explainable Prediction of Indian Summer Monsoon Rainfall from Global Climatic Indices
  2026 DOI: 10.22541/au.177067315.53665944/v1
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• Improving Indian summer monsoon rainfall prediction using deep learning up to two years in advance
  Quarterly Journal of the Royal Meteorological Society 2026 DOI: 10.1002/qj.70023
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• A Comparative Study Of Generative Models as Surrogates of Earth System Models to Simulate Global Sea Surface Temperature
  2025 DOI: 10.22541/essoar.175396162.29110800/v1
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• CV-GAN - A Generative Model to Simulate Global Climate Variability
  2025 DOI: 10.22541/essoar.174671893.31045476/v1
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• Simulation of Monthly Global Sea Surface Temperature Data using Ensemble GAN Model
  2025 DOI: 10.5194/egusphere-egu25-14821
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• Simulation of global sea surface temperature maps using Pix2Pix GAN
  Environmental Data Science 2025 DOI: 10.1017/eds.2024.38
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• Predictability of South-Asian monsoon rainfall beyond the legacy of Tropical Ocean Global Atmosphere program (TOGA)
  npj Climate and Atmospheric Science 2022 DOI: 10.1038/s41612-022-00281-3
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