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cs.LG2025
Towards Agent-based Test Support Systems: An Unsupervised Environment Design Approach
Collins O. Ogbodo, Timothy J. Rogers, Mattia Dal Borgo +1
Modal testing plays a critical role in structural analysis by providing essential insights into dynamic behaviour across a wide range of engineering industries. In practice, design…
cs.LG2025
Geometric Principles for Machine Learning of Dynamical Systems
Zack Xuereb Conti, David J Wagg, Nick Pepper
Mathematical descriptions of dynamical systems are deeply rooted in topological spaces defined by non-Euclidean geometry. This paper proposes leveraging structure-rich geometric sp…