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Frontiers of Science 2022, The AI Revolution: Using artificial intelligence for socially responsible science
event
2022 Ashtekar Frontiers of Science Lecture 2
Add to Calendar 2022-01-22T16:00:00 2022-01-22T17:30:00 UTC 2022 Ashtekar Frontiers of Science Lecture 2
Start DateSat, Jan 22, 2022
11:00 AM
to
End DateSat, Jan 22, 2022
12:30 PM
Presented By
Jia Li

Bioinformatics and Machine Learning for Bioinformatics and Weather Prediction

Event Series: Frontiers of Science | 2022 Frontiers of Science

2022 Ashtekar Frontiers of Science
The AI Revolution: Using artificial intelligence for socially responsible science

Presented by Jia Li
Professor of statistics and computer science at Penn State

Image
Jia Li.
Jia Li

Data is often produced by multiple sources through various modalities, resulting in substantially different predictions. In this talk, Li will introduce methods developed to combine clustering results and generate synthetic ensembled images, the former applied to single-cell data analysis and the latter to address needs in weather forecasting systems. These methods exploit mathematical tools such as optimal transport and the Wasserstein barycenter.