Chemical Sciences Roundtable: AI and Limited Data

This installment of the Chemical Sciences Roundtable 2024 webinar series on AI topics in the fields of chemistry and chemical engineering will be held on 21 November 2024 via webcast.

Discussions around how to effectively use and analyze limited datasets to arrive at useful solutions will be the focus of this webinar.

Before embarking on those conversations, the speakers will debate how they define “limited” or “small” data including the number of data points and variables considered. Discussions around data quality; trust and interpretability; and their integration into existing big-data workflow will be presented.

Finally, speakers will share their strategy for handpicking chemistry problems that could be solved using the “limited data” approach.

Please visit the National Academies’ AI + Limited Data event page for more information.