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Our research has a broad spectrum, but key ingredients are the applied nature, aiming for practical impact, at the same time relying on foundational development in data scientific methods. Our publication list provides an overview of the various academic contributions. In addition, we work closely with Earth Resources companies and government entities to define specific collaborative sponsored projects. Some of our research topics are listed below.

We integrate geosciences with a variety of models and methods from statistics, decision theory, machine learning and generative AI to address decision-focused subsurface uncertainty quantification.

Examples of SCERF Research Topics