76 citations · 192 across the 6 of their papers we have counts for
6 papers
The thermoelectric conversion efficiency problem: Insights from the electron gas thermodynamics close to a phase transition
I. Khomchenko, A. Ryzhov, F. Maculewicz +10
The bottleneck in modern thermoelectric power generation and cooling is the low energy conversion efficiency of thermoelectric materials. The detrimental effects of lattice phonons…
QGOpt: Riemannian optimization for quantum technologies
I. A. Luchnikov, A. Ryzhov, S. N. Filippov +1
Many theoretical problems in quantum technology can be formulated and addressed as constrained optimization problems. The most common quantum mechanical constraints such as, e.g.,…
Non-rotational mechanism of polarization in alcohols
V. G. Artemov, A. Ryzhov, E. Carlsen +2
Chemical polarity governs various mechanical, chemical and thermodynamic properties of dielectrics. Polar liquids have been amply studied, yet the basic mechanisms underpinning the…
Data-driven control of micro-climate in buildings: an event-triggered reinforcement learning approach
Ashkan Haji Hosseinloo, Alexander Ryzhov, Aldo Bischi +3
Smart buildings have great potential for shaping an energy-efficient, sustainable, and more economic future for our planet as buildings account for approximately 40% of the global…
Variational autoencoder reconstruction of complex many-body physics
I. Luchnikov, A. Ryzhov, P. -J. C. Stas +2
Given the notably increasing complexity of mathematical models to study realistic systems and their coupling to their environment that constrains their dynamics, both analytical ap…
Model predictive control of indoor microclimate: existing building stock comfort improvement
A. Ryzhov, H. Ouerdane, E. Gryazina +2
Home retrofitting provides a means to improve the basic energy and comfort characteristics of a building stock, which cannot be renewed because of prohibitive costs. We analyze how…