Cassava Yield Gap-A model-based assessment in Nigeria Amit Kumar Srivastava, Thomas Gaiser, Frank Ewert, Akinola Shola Akinwumiju, Wenzhi Zeng, Andrej Ceglar, Kodjovi Senam Ezui, Adedeji Adelodun, Adebayo Abass, Jumoke Sobamowo, Manmeet Singh, Jaber Rahimi Frontiers in Sustainable Food Systems, section Agroecology and Ecosystem Services
Short-range forecasts of global precipitation using deep learning-augmented numerical weather prediction. Singh, Manmeet and SB, Vaisakh and Acharya, Nachiketa and Grover, Aditya and Rao, Suryachandra A. and Kumar, Bipin and Yang, Zong-Liang and Niyogi, Dev NIPS 2022
Deep learning based short-range forecasting of Indian summer monsoon rainfall using earth observation and ground station datasets. Bipin Kumar, Namit Abhishek, Rajib Chattopadhyay, Sandeep George, Bhupendra Bahadur Singh, Arya Samanta, BSV Patnaik, Sukhpal Singh Gill, Ravi S Nanjundiah, Manmeet Singh Geocarto International
A modified deep learning weather prediction using cubed sphere for global precipitation. Manmeet Singh, Nachiketa Acharya, Pratiman Patel, Sajad Jamshidi, Zong-Liang Yang, Bipin Kumar, Suryachandra Rao Rao, Sukhpal Singh Gill, Rajib Chattopadhyay, Ravi Nanjundiah, Dev Niyogi Frontiers in Climate
A curious case of the Indian Summer Monsoon 2020: The influence of Barotropic Rossby Waves and the monsoon depressions. Mahendra, N., Chilukoti, N., Chowdary, J.S., Karumuri, A. and Singh, M. Atmospheric Research, p.106476.
AI for next generation computing: Emerging trends and future directions. Sukhpal Singh Gill, Minxian Xu, Carlo Ottaviani, Panos Patros, Rami Bahsoon, Arash Shaghaghi, Muhammed Golec, Vlado Stankovski, Huaming Wu, Ajith Abraham, Manmeet Singh, Harshit Mehta, Soumya K. Ghosh, Thar Baker, Ajith Kumar Parlikad, Hanan Lutfiyya, Salil S. Kanhere, Rizos Sakellariou, Schahram Dustdar, Omer Rana, Ivona Brandic, Steve Uhlig Internet of Things, 19, 100514, 1-34, 2022
Role of volcanic and anthropogenic aerosols on the tropical ocean-atmosphere-land coupled system and the South Asian Monsoon. Manmeet Singh. PhD Thesis, Indian Institute of Technology Bombay, Bombay, India, 2022
Quantum Artificial Intelligence for the Science of Climate Change Singh, Manmeet, Chirag Dhara, Adarsh Kumar, Sukhpal Singh Gill, and Steve Uhlig In: Thiruselvan Subramanian, Archana Dhyani, Adarsh Kumar, Sukhpal Singh Gill (Eds.). Artificial Intelligence, Machine Learning and Blockchain in Quantum Satellite, Drone and Network (1st ed.). 2022. CRC Press, pp: 1-9.
On the weakening association between South Asian Monsoon and Atlantic Multidecadal Oscillation. Sandeep, N., Swapna, P., Krishnan, R., Farneti, R., Kucharski, F., Modi, A., Prajeesh, A.G., Ayantika, D.C. and Manmeet, S. Climate Dynamics, pp.1-17, 2022
Increasing frequency of extremely severe cyclonic storms in the north Indian Ocean by anthropogenic warming and southwest monsoon weakening. Swapna, Panickal, P. Sreeraj, N. Sandeep, J. Jyoti, R. Krishnan, A. G. Prajeesh, D. C. Ayantika, and S. Manmeet. Geophysical Research Letters 49, no. 3 (2022): e2021GL094650.
2021
Quantifying COVID-19 enforced global changes in atmospheric pollutants using cloud computing based remote sensing. Manmeet Singh, Bhupendra Bahadur Singh, Raunaq Singh, Badimela Upendra, Rupinder Kaur, Sukhpal Singh Gill, Mriganka Sekhar Biswas Remote Sensing Applications: Society and Environment
Deep learning–based downscaling of summer monsoon rainfall data over Indian region. Bipin Kumar, Rajib Chattopadhyay, Manmeet Singh, Niraj Chaudhari, Karthik Kodari, Amit Barve Theoretical and Applied Climatology
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, Suryachandra A Rao, Ravi S Nanjundiah Submitted to Current Science
Climate change response in wintertime widespread fog conditions over the Indo-Gangetic Plains. Dipti Hingmire, Ramesh Vellore, R Krishnan, Manmeet Singh, A Metya, T Gokul, DC Ayantika Climate Dynamics.
The Indian summer monsoon and Indian Ocean Dipole connection in the IITM Earth System Model (IITM-ESM). AG Prajeesh, P Swapna, R Krishnan, DC Ayantika, N Sandeep, S Manmeet, M Aditi, I Sandip Climate Dynamics.
Deep Learning Based Forecasting of Indian Summer Monsoon Rainfall. Bipin Kumar, Namit Abhishek, Rajib Chattopadhyay, Sandeep George, Bhupendra Bahadur Singh, Arya Samanta, BSV Patnaik, Sukhpal Singh Gill, Ravi S Nanjundiah, Manmeet Singh under submission
Deep learning for improved global precipitation in numerical weather prediction systems. Manmeet Singh, Bipin Kumar, Suryachandra Rao, Sukhpal Singh Gill, Rajib Chattopadhyay, Ravi S Nanjundiah, Dev Niyogi under submission
BioLearner: A Machine Learning-Powered Smart Heart Disease Risk Prediction System Utilizing Biomedical Markers. Syed Saad Amer, Gurleen Wander, Manmeet Singh, Rami Bahsoon, Nicholas R Jennings, Sukhpal Singh Gill Journal of Interconnection Networks.
Fingerprint of volcanic forcing on the ENSO–Indian monsoon coupling. M. Singh, R. Krishnan, B. Goswami, A. D. Choudhury, S. Panickal, R. Vellore, P. A. Gopinathan, S. Narayanasetti, C. Venkataraman, R. V. Donner, N. Marwan, J. and Kurths EGU General Assembly
An Overview of Climate Change Over South Asia: Observations, Projections, and Recent Advances. BB Singh, M Singh, D Singh Practices in Regional Science and Sustainable Regional Development, 263-277
Dynamic Shift from Cloud Computing to Industry 4.0: Eco-Friendly Choice or Climate Change Threat. Manmeet Singh, Shreshth Tuli, Rachel Jane Butcher, Rupinder Kaur, Sukhpal Singh Gill IoT-based Intelligent Modelling for Environmental and Ecological Engineering
2020
Fingerprint of volcanic forcing on the ENSO–Indian monsoon coupling. Manmeet Singh, Raghavan Krishnan, Bedartha Goswami, Ayantika Dey Choudhury, P Swapna, Ramesh Vellore, AG Prajeesh, N Sandeep, Chandra Venkataraman, Reik V Donner, Norbert Marwan, Jürgen Kurths Science advances
Exploring the long-term changes in the Madden Julian Oscillation using machine learning. Panini Dasgupta, Abirlal Metya, CV Naidu, Manmeet Singh, MK Roxy Scientific reports
Quantum computing: A taxonomy, systematic review and future directions. SS Gill, A Kumar, H Singh, M Singh, K Kaur, M Usman, R Buyya Software: Practice and Experience
South Asian monsoon response to weakening of Atlantic meridional overturning circulation in a warming climate. N Sandeep, P Swapna, R Krishnan, R Farneti, AG Prajeesh, DC Ayantika, Singh Manmeet Climate Dynamics
Combined effects of anthropogenic aerosols and global warming on the South Asian Monsoon. Ayantika Dey Choudhury, Krishnan Raghavan, Manmeet Singh, Swapna Panickal, Sandeep Narayansetti, Prajeesh A Gopinathan, Ramesh Vellore EGU General Assembly Conference Abstracts
Atmospheric aerosols and trace gases. Suvarna Fadnavis, Anoop Sharad Mahajan, Ayantika Dey Choudhury, Chaitri Roy, Manmeet Singh, Mriganka Shekhar Biswas, G Pandithurai, Thara Prabhakaran, Shyam Lal, Chandra Venkatraman, Dilip Ganguly, Vinayak Sinha, MM Sarin Assessment of Climate Change over the Indian Region
Introduction to climate change over the Indian region. R Krishnan, C Gnanaseelan, J Sanjay, P Swapna, Chirag Dhara, TP Sabin, Jyoti Jadhav, N Sandeep, Ayantika Dey Choudhury, Manmeet Singh, M Mujumdar, Anant Parekh, Abha Tewari, Rajeev Mehajan, Rahul Chopra, Aparna Joshi, Anita Nagarajan, Megha Nivsarkar, M Rajeevan, M Collins, Dev Niyogi Assessment of Climate Change over the Indian Region
2019
Transformative effects of IoT, Blockchain and Artificial Intelligence on cloud computing: Evolution, vision, trends and open challenges. Sukhpal Singh Gill, Shreshth Tuli, Minxian Xu, Inderpreet Singh, Karan Vijay Singh, Dominic Lindsay, Shikhar Tuli, Daria Smirnova, Manmeet Singh, Udit Jain, Haris Pervaiz, Bhanu Sehgal, Sukhwinder Singh Kaila, Sanjay Misra, Mohammad Sadegh Aslanpour, Harshit Mehta, Vlado Stankovski, Peter Garraghan Internet of Things
The IITM earth system model (ESM): development and future roadmap. R Krishnan, P Swapna, Ramesh Vellore, Sandeep Narayanasetti, AG Prajeesh, Ayantika Dey Choudhury, Manmeet Singh, TP Sabin, J Sanjay Current Trends in the Representation of Physical Processes in Weather and Climate Models
2018
A phenomenological paradigm for midtropospheric cyclogenesis in the Indian summer monsoon. Ayantika Dey Choudhury, R Krishnan, MVS Ramarao, Ramesh Vellore, Manmeet Singh, B Mapes Journal of the Atmospheric Sciences
Long‐Term Climate Simulations Using the IITM Earth System Model (IITM‐ESMv2) With Focus on the South Asian Monsoon. P Swapna, R Krishnan, N Sandeep, AG Prajeesh, DC Ayantika, S Manmeet, R Vellore Journal of Advances in Modeling Earth Systems
The Indian Monsoon Response to Climate Change in the IITM Earth System Model. R Krishnan, P Swapna, Ramesh Vellore, Sandeep Narayanasetti, AG Prajeesh, Ayantika Dey Choudhury, Manmeet Singh, TP Sabin, J Sanjay Current Trends in the Representation of Physical Processes in Weather and Climate Models
Progress and Prospects in Weather and Climate Modelling. R Krishnan, S Manmeet, V Ramesh, M Milind Physics News
2017
The IITM Earth System Model (IITM ESM). R. Krishnan, P. Swapna, Ayantika Dey Choudhury, Sandeep Narayansetti, A.G. Prajeesh, Manmeet Singh, Aditi Modi, Roxy Mathew, Ramesh Vellore, J. Jyoti, T.P. Sabin, J. Sanjay, Sandip Ingle Climate Change over INDIA: An Interim Report (2017)
2015
A short perspective on the Mascarene High and the abnormal Indian Monsoon during 2015. R Krishnan, Bhupendra Singh, R Vellore, M Mujumdar, P Swapna, Ayantika Choudhury, Manmeet Singh, B Preethi, M Rajeevan Indian Ocean Bubble
2014
Development of a Direct Numerical Simulation (DNS) Code: Simulating incompressible laminar flows Manmeet Singh For the partial fulfilment of training to be absorbed as a staff Scientist in Ministry of Earth Sciences, Govt. of India
2012
Use of Computer Applications for Determining the Best Possible Runway Orientation using Wind Rose Diagrams. M Singh, T Chopra Proc. of Int. Conf. on Recent Trends in Transportation, Environmental and Civil Engineering 2012
