DATA INSIGHT
LIVE WEBINAR
From Peaks to Profiles: Modelling Functional Data in Chromatography and Spectroscopy
Date: 15 January
Time: 11:00 CET | 10:00 GMT
Duration: 30 minutes
Registration: FREE
Chromatographic and spectral analytics are essential tools in process development, offering a detailed view into the composition and structure of value-added materials. However, traditional interpretation methods are often oversimplified – relying on qualitative, “by-eye” assessments of plots or a small set of statistical summaries, such as peak height, separation, or retention time. Hence, understanding how spectral or chromatographic shapes change with experimental conditions becomes increasingly difficult, especially in the presence of complex features and measurement noise.
In this 30-minute on-demand webinar, we explore the process of cleaning and modelling spectral data and demonstrate how you can move toward a greater understanding of your curves’ shapes.
Learn how to:
- Clean, align, and analyse functional data.
- Build a model to understand changes in peak characteristics.
- Improve process development and characterization.
If you are a scientist or engineer collecting spectral, chromatographic, or similar data and want to get a clearer view of trends and outcomes, you won’t want to miss this webinar.
About the Presenter
Owen Jonathan
Owen Jonathan is a Senior Associate Systems Engineer for JMP Statistical Discovery, which creates interactive and highly visual statistical discovery software for scientists and engineers. His role involves identifying critical business issues of customers in the UK and guiding them as they adopt data-driven solutions for their organizations. Jonathan has a master’s in systems and synthetic biology from Imperial College London. Prior to becoming an SE, he joined JMP as an intern where he identified design of experiments (DOE) applications in the field of biotechnology and delivered DOE workshops with relevant case studies to synthetic biologists.