2 papers
cs.LG2022
Information Entropy Initialized Concrete Autoencoder for Optimal Sensor Placement and Reconstruction of Geophysical Fields
Nikita Turko, Alexander Lobashev, Konstantin Ushakov +2
We propose a new approach to the optimal placement of sensors for the problem of reconstructing geophysical fields from sparse measurements. Our method consists of two stages. In t…
cond-mat.stat-mech2022
Counting Phases and Faces Using Bayesian Thermodynamic Integration
Alexander Lobashev, Mikhail V. Tamm
We introduce a new approach to reconstruction of the thermodynamic functions and phase boundaries in two-parametric statistical mechanics systems. Our method is based on expressing…