0000-0001-6374-0266 About
I am a postdoctoral researcher at IIT Madras, specializing in seasonal forecasting using numerical weather
prediction (NWP) and AI/ML models. My domains of expertise include hydrological modeling, NWP
modeling, atmospheric sciences, weather forecasting, and nowcasting, climate change studies (downscaling
and bias correction), remote sensing and GIS, Google Earth Engine, stochastic hydrology, and machine learning
approaches in hydro-climatological studies.
Employment
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IIT Madras PhD2017 - 2024
Education
Education history is unavailable.
Projects & Funding
Projects & funding information is unavailable.
Publications (12)
- A Framework to Develop High‐Resolution Intensity–Duration–Frequency Curves: Historical Analysis and Scaling Relationships Integrating Gauge and Gridded Rainfall Products Save
- A Framework to Develop High-Resolution Intensity–Duration–Frequency Curves: Historical Analysis and Scaling Relationships Integrating Gauge and Gridded Rainfall Products Save
- A Hybrid NWP–LSTM Framework for Seasonal Wind Speed Forecasting with Multi-Resolution Downscaling and Bias Correction Save
- Assessing Atmospheric Mercury Dynamics: A Comparative Analysis of Current Anthropogenic Emission Inventories and their Implications for Concentration and Deposition in India Save
- HydroAmal: A simulation-optimization framework for effective flood management in a conservation reservoir Save
- A Simulation - Optimization Framework for Effective Flood Management in a Conservation Reservoir Save
- Evaluation of Remote Sensing Rainfall Products, Bias Correction and Temporal Disaggregation Approaches, for Improved Accuracy in Hydrologic Simulations Save
- Urban effects on the Extreme Precipitation: Advanced Statistical Analysis and Numerical Weather Prediction Model at Convective Scales Save
- Streamflow forecasts for flood early warning in a peri-urban catchment Save
- Evaluating the advantages of merging remote sensing rainfall estimates for extreme precipitation events Save