Chiranjib Chaudhuri is a visionary leader in the realm of innovation, acclaimed for his expertise in Machine Learning and Data Science applied to Hydro-Climate and Geographic Information Systems (GIS) research and development. With a diverse academic background and extensive professional experience, Chiranjib excels in driving cutting-edge initiatives.
Chiranjib's contributions to journal publications, encompassing topics such as flood modeling, statistical downscaling, and climate change analysis, underscore his commitment to advancing knowledge and solving real-world challenges. His multifaceted expertise, strategic thinking, and passion for innovation continue to shape the realms of geoscience, hydro-climatic modeling, and beyond.
Sessions in which Chiranjib Chaudhuri participates
Wednesday 8 November, 2023
The lack of up-to-date, easily available flood risk data has slowed down Canadian attempts to mitigate flood damage, notwithstanding the substantial historical losses associated with frequent and devastating flood episodes. To address this problem, we present a novel flood risk estimation framework. The pipeline is extremely modular and consists of an advanced geographical pre-processing system, a probabilistic deep learning based marginal regional regression model, an advanced hydraulic mode...