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Antonios Mamalakis
Antonios
Mamalakis
Assistant Professor of Data Science & Environmental Sciences
Department of Environmental Sciences
University of Virginia

Presentations

Broadening Access to Climate AI Innovation
Towards a neighborhood-scale community accessible model of air quality
Towards a neighborhood-scale community accessible model of air quality
Enhancing Climate Downscaling with GANs: Improving Realism and Physical Consistency in Storm Prediction
Addressing Dry/Wet Bias in Precipitation Downscaling Using a GAN Framework
Generative Models for Super-Resolution Precipitation Downscaling Across U.S. Hydroclimatic Regimes
Understanding the Role of Adversarial Learning in Precipitation Super-Resolution Through Explainable AI

Publications

Broadening Access to Climate AI Innovation
Generative Adversarial Networks for Downscaling Hourly Precipitation in the Canadian Prairies

The Environmental Institute is the hub of environmental resilience and sustainability research at the University of Virginia.

The Institute seeks to foster collaboration, providing support for new projects as well as amplifying and connecting the work of others across disciplines at UVA. Faculty from fields including but not limited to architecture, urban planning, engineering, environmental science, the humanities, data science, business, and law are involved in projects to create workable solutions for climate change and environmental resilience challenges.

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