Fundamentals of Atomistic Machine Learning: Module 5

Courses

Speaker
Pablo M. Piaggi
CIC nanoGUNE
When
2025/06/03
14:00
Place
DIPC seminar room
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Fundamentals of Atomistic Machine Learning: Module 5

ML models for interatomic interactions: Classical and ab initio molecular dynamics. Limitations of semi-empirical and ab initio models. Short-range machine learning models for the interatomic interactions. System specific models. Active learning. Large atomic (foundation) models.