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Author

Aman Gupta

2 papers indexed here

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Sep 2026

Mathematical Modeling and Deep Learning for Early Prediction of Fluid Hazards in Mountain Communities

Mountain communities are increasingly exposed to rapidly evolving fluid hazards, including flash floods, rainfall-triggered debris flows, glacial lake outburst floods (GLOFs), and flood–landslide cascades. Their short response times, complex terrain, sparse observational networks, and changing hydro-climatic conditions...

Aman Gupta, S. K. Sahani · 0 citations
Sep 2025

MAUSAM: An Observations‐Focused Assessment of Global AI Weather Prediction Models During the South Asian Monsoon

Past evaluation of artificial intelligence (AI) weather prediction has primarily relied on reanalyses, which can obscure important deficiencies due to prevailing biases in reanalyses themselves. Here, we present MAUSAM (Measuring AI Uncertainty during South Asian Monsoon), an evaluation of seven leading AI‐based predic...

Aman Gupta, A. Sheshadri, Dhruv Suri · 5 citations

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