Graph-based Virtual Sensing from Sparse and Partial Multivariate Observations

1 code implementation • 19 Feb 2024 • Giovanni De Felice, Andrea Cini, Daniele Zambon, Vladimir V. Gusev, Cesare Alippi

Virtual sensing techniques allow for inferring signals at new unmonitored locations by exploiting spatio-temporal measurements coming from physical sensors at different locations.

HypBO: Accelerating Black-Box Scientific Experiments Using Experts' Hypotheses

1 code implementation • 22 Aug 2023 • Abdoulatif Cisse, Xenophon Evangelopoulos, Sam Carruthers, Vladimir V. Gusev, Andrew I. Cooper

Here, we exploit expert human knowledge in the form of hypotheses to direct Bayesian searches more quickly to promising regions of chemical space.

Bayesian Optimization Bilevel Optimization