Sampling from Boltzmann densities with physics informed low-rank formats

P Hagemann, J Schütte, D Sommer, M Eigel… - arxiv preprint arxiv …, 2024 - arxiv.org
Our method proposes the efficient generation of samples from an unnormalized Boltzmann
density by solving the underlying continuity equation in the low-rank tensor train (TT) format …

[PDF][PDF] Alternating Least Squares in Multidimensional Data Processing and its Applications

TC Fillo, CA Pacca - 2023 - researchgate.net
Tensor decomposition techniques have emerged as pivotal tools in multi-dimensional data
analysis, enabling researchers to uncover latent structures and extract meaningful patterns …