3 papers
cond-mat.mtrl-sci2025
Autonomous nanoparticle synthesis by design
Andy S. Anker, Jonas H. Jensen, Miguel Gonzalez-Duque +9
Controlled synthesis of materials with specified atomic structures underpins technological advances yet remains reliant on iterative, trial-and-error approaches. Nanoparticles (NPs…
cs.LG2025
Riemann: Learning Riemannian Submanifolds from Riemannian Data
Leonel Rozo, Miguel González-Duque, Noémie Jaquier +1
Latent variable models are powerful tools for learning low-dimensional manifolds from high-dimensional data. However, when dealing with constrained data such as unit-norm vectors o…
cs.LG2024
A History of Philosophy in Colombia through Topic Modelling
Juan R. Loaiza, Miguel González-Duque
Data-driven approaches to philosophy have emerged as a valuable tool for studying the history of the discipline. However, most studies in this area have focused on a limited number…