A Roadmap for an Atomistic Machine Learning Software Ecosystem 2026

Szczegóły wydarzenia:

• Data:
• Czas: 09:00 AM-06:00 PM (expected)
• Lokalizacja: Switzerland , Lausanne
• Typ:

Flagship Workshop hosted by CECAM-HQ in Lausanne, Switzerland. Organized by Jörg Behler, Michele Ceriotti, Cecilia Clementi, and Gabor Csanyi from Ruhr-Universität Bochum, EPFL, Freie Universität Berlin, and University of Cambridge.

Najważniejsze punkty

• Focus on developing a unified software ecosystem for atomistic machine learning.
• Exploration of machine-learned interaction potentials (MLIP) and their applications.
• Discussion on integrating ML with traditional modeling software.
• Addressing challenges in software fragmentation and promoting shared infrastructure.
• Presentations by leading experts in the field.
• Opportunities for networking and collaboration among researchers.
• Poster sessions for participants to showcase their work.
• Insights into the future of atomistic simulations enhanced by machine learning.
• Emphasis on creating efficient, interoperable tools for the scientific community.
• Engagement with the EPFL community and beyond.

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