आईआईटीएम
IITM

11. Kumar Siddharth, Mukhopadhyay P., Balaji C., A machine learning based deep convective trigger for climate models, Climate Dynamics, Online, July 2024, DOI:10.1007/s00382-024-07332-w, 1-18

10. Kumar Siddharth, Phani R., Mukhopadhyay P., Balaji C., Does increasing horizontal resolution improve seasonal prediction of Indian summer monsoon?: A climate forecast system model perspective, Geophysical Research Letters, 49: e2021GL097466, April 2022, DOI: 10.1029/2021GL097466, 1-11

9. Mukhopadhyay P., Bechtold P., Zhu Y., Krishna R.P.M., Kumar Siddharth, Ganai M., Tirkey S., Goswami T., Mahakur M., Deshpande M., Prasad V.S., Johny C.J., Mitra A., Ashrit R., Sarkar A., Sarkar Sahadat, Roy Kumar, Andrews E., Kanase R., Malviya S., Abhilash S., Domkawle M., Pawar S.D., Mamgain A., Durai V.R., Nanjundiah R.S., Mitra A.K., Rajagopal E.N., Mohapatra M., Rajeevan M., Unravelling the mechanism of extreme (more than 30 sigma) precipitation during August 2018 and 2019 over Kerala, India, Weather and Forecasting, 36, August 2021, DOI:10.1175/WAF-D-20-0162.1, 1253–1273

8. Mukhopadhyay P., Bechtold P., Zhu Y., Krishna R.P.M., ... et al, Unravelling the mechanism for extreme rain events in Kerala, India, Bulletin of the American Meteorological Society, May 2021, 400-401 (Nowcast: Papers of Note)

7. Siddharth Kumar, Phani, R., Mukhopadhyay, P. et al. An assessment of radiative flux biases in the climate forecast system model CFSv2. Clim Dyn (2020). https://doi.org/10.1007/s00382-020-05546-2

6. Chowdhuri S., Siddharth Kumar, Banerjee T., Revisiting the role of intermittent heat transport towards Reynolds stress anisotropy in convective turbulence, Journal of Fluid Mechanics, 899: A26, September 2020, DOI:10.1017/jfm.2020.471, 1-41

5. Rao Suryachandra A., Goswami B.N., Sahai A.K., Rajagopal E.N., Mukhopadhyay P., Rajeevan M., Nayak S., Rathore L.S., Shenoi S.S.C., Ramesh K.J., Nanjundiah R.S., Ravichandran M., Mitra A.K., Pai D.S., Bhowmik S.K.R., Hazra A., Mahapatra S., Saha Subodh K., Chaudhari H.S., Joseph S., Sreenivas P., Pokhrel S., Pillai P.A., Chattopadhay R., Deshpande M., Krishna R.P.M., Siddharth Renu, Prasad V.S., Abhilash S., Swapna P., Krishnan R., Siddharth Kumar, Ramu D.A., Reddy S.S., Arora A., Goswami T., Rai A., Srivastava A., Pradhan M., Tirkey S., Ganai M., Mandal R., Dey A., Sarkar S., Malviya S., Dhkate A., Salunke K., Maini P., Monsoon Mission : A targeted activity to improve monsoon prediction across scales, Bulletin of the American Meteorological Society, 100, December 2019, DOI:10.1175/BAMS-D-17-0330.1, 2509-2532 

4. Siddharth Kumar, Arora A., On the connection between remote dust aerosol and Indian summer monsoon, Theoretical and Applied Climatology, 137, July 2019, DOI:10.1007/s00704-018-2647-6, 929-940

3. Arora A., Siddharth Kumar, What makes protracted El Niño to last longer than canonical El Niño?, Theoretical and Applied Climatology, 136, April 2019, DOI:10.1007/s00704-018-2503-8, 587-603

2. Siddharth Kumar, Arora A., Chattopadhyay R., Hazra A., Rao Suryachandra A., Goswami B.N., Seminal role of stratiform clouds in large‑scale aggregation of tropical rain in boreal summer monsoon intraseasonal oscillations, Climate Dynamics, 48, February 2017, DOI:10.1007/s00382-016-3124-5, 999–1015

1. Siddharth Kumar,, Hazra A., Goswami B.N. (2013), Role of interaction between dynamics, thermodynamics and cloud microphysics on summer monsoon precipitating clouds over the Myanmar Coast and the Western Ghats, Climate dynamics, 43:911–924. doi:10.1007/s00382-013-1909-3