Name: Session 5B: AI for Weather and Climate - Part V
Start: 2021-09-14T14:30:00-0600
End: 2021-09-14T15:45:00-0600

About the workshop

This virtual workshop is a continuation of the NOAA series of workshops on “Leveraging AI in Environmental Sciences.” The third event continues the successes of previous workshops and encourages participation by scientists, program managers, and leaders from the public, academic and private sectors who work in AI and environmental sciences. The theme for this year’s workshop is “Transforming Weather, Climate Services, and Blue Economy with Artificial Intelligence.” This year’s workshop is led by the NOAA Center for Artificial Intelligence (NCAI), a program in the formulation stage.

All time listed on this page is Mountain Time (UTC-6) by default. You can change to your local time zone on the right side of this page. Questions regarding the workshop can be addressed to ai.workshop@noaa.gov. View the participant handbook for how to navigate the workshop technology platforms.

Registration for the workshop is closed and this page is viewable to registered participants only. Please do not share your access code publicly.

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Session 5B: AI for Weather and Climate - Part V

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Open Zoom

Chair: V. Ramaswamy

Presentations:
14:30 – William Chapman (highlited talk) – "Forecasting Seasonal Western US Precipitation with Interpretable Machine Learning Trained on Large Climate Model Simulations"
14:50 – Jason Stock – "Using Machine Learning to Improve Vertical Profiles of Temperature and Moisture for Severe Weather Forecasting"
15:05 – Randy Chase – "Near real-time hail forecasts using machine learning and convective allowing models"
15:20 – Rocky Talchabhadel – "Spatial downscaling of coarse resolution satellite-based precipitation estimates to 1 km using Machine Learning"
15:35 – Linsey Passarella – "Using Multi-Task Learning to Isolate the Response of Western US Precipitation During ENSO Events"

Slack channel: #03_weather-and-climate

Chairs