Navigating the Bermuda Triangle of Knowledge Infusion, Explainability, and Scientific Discovery

October 7, 2025

Research Frontiers Workshop on Scientific Machine Learning from 07 to 10 October 2025 at the University of Stuttgart

Time: October 7 – 10, 2025
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We welcome you to join the highly interactive event and engage with internationally distinguished keynote speakers, bridging ideas from theoretical physics to engineering, computer science, and the philosophy of science and AI.
 
Machine learning (ML) is rapidly permeating the numerical and natural sciences. The plethora of newly available approaches and methods is overwhelming; the research body is highly dynamic and heterogeneous. In this interactive Research Frontiers Workshop, we aim to extract and structure the often-hidden fundamental concepts that are behind the design or usage of methods in ML. It shall foster reflection and debate on how we can use ML in science, critically questioning which developments will likely live up to their expectations, and which bring the most potential for new, interdisciplinary ideas. It is essential to regard these developments from different points of view, which is why we aim to bring together different fields ranging from physics to engineering and philosophy of science/ AI.

For more information, please visit our website here: https://www.simtech.uni-stuttgart.de/communication/events/workshops/frontiers/

Applications are open until September 15th with a call for poster presentations. 

 

Workshop Website  SciML Workshop Stuttgart Flyer 

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