Machine Learning for Atomistic Simulations of Materials
- Dates
- Type
- school
- Format
- in-person
- Location
- Physikzentrum Bad Honnef, Bad Honnef, Germany
- Official page
- https://www.we-heraeus-stiftung.de/veranstaltungen/machine-learning-for-atomistic-simulations-of-materials/
- Dates from
- https://www.we-heraeus-stiftung.de/veranstaltungen/machine-learning-for-atomistic-simulations-of-materials/
- Topics
This summer school focuses on the theoretical foundations and practical implementation of machine learning for atomistic simulations of materials. Lectures cover the construction of ML interatomic potentials, representations of atomic environments, learning algorithms, validation strategies, and applications to diverse materials classes, emphasizing the integration of ML with established atomistic simulation methods.