Deepayan Chakraborty
Postdoctoral Researcher (joining soon)
- To be added
- Office
- Not yet joined
- ORCID
- 0000-0002-8163-0244
- Scholar
- Google Scholar
- GitHub
- github.com/Deepayan504
- CV
Research interests
To be added.
Publications
Preprints
2026
- CV-GAN — a generative model to simulate global climate variability. DOI
- Causally aware feature selection for explainable prediction of Indian summer monsoon rainfall from global climatic indices. DOI
2025
- A comparative study of generative models as surrogates of Earth system models to simulate global sea surface temperature. DOI
Peer-reviewed journal articles
2025
- Improving Indian summer monsoon rainfall prediction using deep learning up to two years in advance. Quarterly Journal of the Royal Meteorological Society 152(774), e70023. DOI
- Simulation of global sea surface temperature maps using Pix2Pix GAN. Environmental Data Science 4, e12. DOI
2022
- Predictability of South-Asian monsoon rainfall beyond the legacy of Tropical Ocean Global Atmosphere program (TOGA). npj Climate and Atmospheric Science 5(1), 58. DOI
Peer-reviewed conferences
2019
- Learning 2D morphological network for old document image binarization. 2019 International Conference on Document Analysis and Recognition (ICDAR). DOI
2017
- A novel approach towards segmentation of connected handwritten numerals. 2017 Fourth International Conference on Image Information Processing (ICIIP). DOI
Book chapters
2021
- Text extraction and restoration of old handwritten documents. In Digital Techniques for Heritage Presentation and Preservation, 109–132. DOI
2020
- Concepts of recommendation systems from the perspective of machine learning. In Recommender System with Machine Learning and Artificial Intelligence. DOI