MATLAB in Action: Enhancing Geoscience Workflows at ISTO - Orleans University
E001
Abstract
MATLAB is widely used by thousands of geo-scientists and engineers in academia and industry working on many different applications, including geospatial data analysis and visualization, signal and image processing, machine/deep learning, among others. During this seminar, Kostas Leptokaropoulos will show how to use MATLAB’s versatile platform to perform data and geo-data pre-processing, advanced analysis and visualization, oriented towards Geoscience disciplines. The presentation will include demonstration of examples and applications that will cover some of the following topics:
Leveraging MATLAB’s existing Apps and Tasks to minimize manual coding
Utilizing MATLAB Apps for image processing
Integrating MATLAB with other programming languages (e.g., Python) and environments (e.g., Jupyter, Visual Studio Code)
Implementing machine learning techniques with MATLAB
- Sharing and reuse codes, workflows and results with MATLAB
About the presenter
Kostas Leptokaropoulos is the Geoscience Academic Manager at MathWorks, Cambridge, UK. Holding a PhD in Seismology, he supports academics in utilizing MATLAB for research and teaching. He was Assistant Professor at the Institute of Geophysics of the Polish Academy of Sciences, contributing to European projects like EPOS and SERA. He is also a Visiting Research Fellow at the University of Southampton.