Generative modeling of conditional probability distributions on the level-sets of collective variables
arXiv:2512.17374v1 Announce Type: new
Abstract: Given a probability distribution $mu$ in $mathbb{R}^d$ represented by data, we study in this paper the generative modeling of its conditional probability distributions on the level-sets of a collective variable $xi: mathbb{R}^d rightarrow mathbb{R}^k$, where $1 le k
Abstract: Given a probability distribution $mu$ in $mathbb{R}^d$ represented by data, we study in this paper the generative modeling of its conditional probability distributions on the level-sets of a collective variable $xi: mathbb{R}^d rightarrow mathbb{R}^k$, where $1 le k
Fatima-Zahrae Akhyar, Wei Zhang, Gabriel Stoltz, Christof Sch"utte
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