SS
Shivam Singh
University of Virginia, Indian Institute of Technology Indore, Maulana Azad National Institute of Technology
Research areas: Earth and Planetary Sciences · Atmospheric Science · Climate variability and models · Meteorological Phenomena and Simulations · Precipitation Measurement and Analysis
0000-0002-2367-0256
Employment
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University of Virginia Climate Fellow (Postdoctoral Research Associate)2024 - 2027
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Indian Institute of Technology Indore Project Associate2023 - 2024
Education
- 2019 - Present
- 2013 - 2017
Projects & Funding
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Ramanujan Fellowship (2025) Anusandhan National Research Foundation (ANRF)
Publications (29)
- Comprehensive inter-comparison of generative AI models for super-resolution precipitation downscaling across hydroclimatic regimes Save
- Understanding the Role of Adversarial Learning in Precipitation Super-Resolution Through Explainable AI Save
- Comprehensive Inter-comparison of Generative AI Models for Super-Resolution Precipitation Downscaling Across Hydroclimatic Regimes Save
- Supplementary material to "Comprehensive Inter-comparison of Generative AI Models for Super-Resolution Precipitation Downscaling Across Hydroclimatic Regimes" Save
- Correcting dry/wet classification bias in precipitation downscaling via generative adversarial networks Save
- Generative Models for Super-Resolution Precipitation Downscaling Across U.S. Hydroclimatic Regimes Save
- Generative Adversarial Networks for Downscaling Hourly Precipitation in the Canadian Prairies Save
- Resilience to Air Pollution: A Novel Approach for Detecting and Predicting Aerosol Atmospheric Rivers within Earth System Boundaries Save
- Aerosol atmospheric rivers: patterns, impacts, and societal insights Save
- Assessing Climate Vulnerability of Ramsar Wetlands through CMIP6 Projections Save
- Characterizing the spatio-temporal distribution, detection, and prediction of aerosol atmospheric rivers on a global scale Save
- Univariate and bivariate spatiotemporal characteristics of heat waves and relative influence of large-scale climate oscillations over India Save
- Characterization and Impacts of Atmospheric Rivers Save
- Key Characteristics of Atmospheric Rivers and Associated Precipitation Save
- Major Large-Scale Climate Oscillations and Their Interactions with Atmospheric Rivers Save
- Role of Machine Learning in Understanding and Managing Atmospheric Rivers Save
- Understanding Atmospheric Rivers Using Machine Learning Save
- Understanding Atmospheric Rivers and Exploring Their Role as Climate Extremes Save
- Predicting the spatiotemporal characteristics of atmospheric rivers: A novel data-driven approach Save
- Heat waves characteristics intensification across Indian smart cities Save