आईआईटीएम
IITM

Teaching

Data Analysis and Advanced Programming course offered to JRF batch at IITM (2017 onwards)

Invited talks

Delivered a Special Talk on ”Introduction to MPI” and conducted a hands on session at the Advanced School on Earth System Modelling at Indian Institute of Tropical Meteorology, Pune, India (July 2016)

Publications in refereed journals

1. Singh Manmeet, Acharya N., Jamshidi S., Jiao J., Yang Z, Coudert M., Baumer Z., Niyogi D, DownScaleBench for developing and applying a deep learning based urban climate downscaling- first results for high-resolution urban precipitation climatology over Austin, Texas, Computational Urban Science, 3: 22, May 2023, DOI:10.1007/s43762-023-00096-9, 1-13
2. Simanjuntak C., Gaiser T., Ahrends H.E., Ceglar A., Singh Manmeet, Ewert F., Srivastava A.K., Impact of climate extreme events and their causality on maize yield in South Africa, Scientific Reports, 13: 12462, August 2023, DOI:10.1038/s41598-023-38921-0, 1-15
3. Kumar Bipin, Atey K., Singh B.B., Chattopadhyay R., Acharya N., Singh Manmeet, Nanjundiah R.S., Rao Suryachandra A., On the modern deep learning approaches for precipitation downscaling, Earth Science Informatics, 16, June 2023, DOI:10.1007/s12145-023-00970-4, 1459-1472
4. Singh Manmeet, Acharya N., Patel P., Jamshidi S., Yang Z-L, Kumar Bipin, Rao Suryachandra A., Gill S.S., Chattopadhyay R., Nanjundiah R.S., Niyogi D., A modified deep learning weather prediction using cubed sphere for global precipitation, Frontiers in Climate, 4: 1022624, January 2023, DOI:10.3389/fclim.2022.1022624, 1-10
5. Gill S.S., Xu M., Ottaviani C., Patros P., Bahsoon R., Shaghaghi A., Golec M., Stankovski V., Wu H., Abraham A., Singh Manmeet, … et al., AI for next generation computing: Emerging trends and future directions, Internet of Things, 19: 100514, August 2022, DOI:10.1016/j.iot.2022.100514, 1-43
6. Amer S.S., Wander G., Singh Manmeet, Bahsoon R., Jennings N.R., Gill S.S., BioLearner: A Machine Learning-Powered Smart Heart Disease Risk Prediction System Utilizing Biomedical Markers, Journal of Interconnection Networks, 22: 2145003, September 2022, DOI:10.1142/S0219265921450031
7. Swapna P., Sreeraj P., Narayanasetti S., Jyoti J., Krishnan R., Prajeesh A.G., Ayantika D.C., Singh Manmeet, Increasing frequency of extremely severe cyclonic storms in the North Indian Ocean by anthropogenic warming and southwest monsoon weakening, Geophysical Research Letters, 49: e2021GL094650, February 2022, DOI:10.1029/2021GL094650, 1-11
8. Singh Manmeet, Singh B.B., Singh R., Upendra B., Kaur R., Gill S.S., Biswas M.S., Quantifying COVID-19 enforced global changes in atmospheric pollutants using cloud computing based remote sensing, Remote Sensing Applications: Society and Environment, 22: 100489, April 2021, DOI:10.1016/j.rsase.2021.100489
9. Kumar Bipin, Chattopadhyay R., Singh M., Chaudhari N., Kodari K., Barve A., Deep learning-based downscaling of summer monsoon rainfall data over Indian region, Theoretical and Applied Climatology, Online, January 2021, DOI:10.1007/s00704-020-03489-6, 1-12
10. Ayantika D.C., Krishnan R., Singh M., Swapna P., Sandeep N., Prajeesh A.G., Vellore R., Understanding the combined effects of global warming and anthropogenic aerosol forcing on the South Asian monsoon, Climate Dynamics, Online, January 2021, DOI:10.1007/s00382-020-05551-5, 1-20
11. Sandeep N., Swapna P., Krishnan R., Farneti R., Prajeesh A.G., Ayantika D.C., Manmeet S., South Asian monsoon response to weakening of Atlantic meridional overturning circulation in a warming climate, Climate Dynamics, Online, February 2020, DOI:10.1007/s00382-020-05180-y, 1-18
12. Swapna, P., Krishnan R, Sandeep N, Prajeesh A.G, Ayantika D.C, Manmeet S, Vellore R. “Long-Term Climate Simulations Using the IITM Earth System Model (IITM-ESMv2) With Focus on the South Asian Monsoon.” Journal of Advances in Modeling Earth Systems, vol. 10, no. 5, 2018, pp. 1127–1149., doi:10.1029/2017ms001262.
13. Choudhury, Ayantika Dey, R. Krishnan, M. V. S. Ramarao, R. Vellore, M Singh, B. Mapes “A Phenomenological Paradigm for Midtropospheric Cyclogenesis in the Indian Summer Monsoon.” Journal of the Atmospheric Sciences, vol. 75, no. 9, 2018, pp. 2931–2954., doi:10.1175/jas-d-17-0356.1.
14. Krishnan, Manmeet Singh, Ramesh Vellore and Milind Mujumdar “Progress and Prospects in Weather and Climate Modelling” Physics News, 2018 (This is a popular science article providing a short summary of the progress and prospects in Weather and Climate Modelling)

Book Chapters

1. R. Krishnan, P. Swapna, Ramesh Vellore, Sandeep Narayanasetti, A.G. Prajeesh, Ayantika Dey Choudhury, Manmeet Singh, T.P. Sabin, J. Sanjay (2018): The IITM Earth System Model (ESM): Development and Future Roadmap. Chapter 9 in the book: Current trends in the representation of physical processes in weather and climate models. Editors. David Randall, J. Srinivasan, Ravi Nanjundiah, P. Mukhopadhyay. Springer Publications (In Press).