899 citations · 5.3k across the 145 of their papers we have counts for
171 papers
Data-Driven Mori-Zwanzig: Reduced Order Modeling of Sparse Sensors Measurements for Boundary Layer Transition
Michael Woodward, Yifeng Tian, Yen Ting Lin +5
Understanding, predicting and controlling laminar-turbulent boundary-layer transition is crucial for the next generation aircraft design. However, in real flight experiments, or wi…
Control of Line Pack in Natural Gas System: Balancing Limited Resources under Uncertainty
Criston Hyett, Laurent Pagnier, Jean Alisse +3
We build and experiment with a realistic but reduced natural gas model of Israel. The system is unusual because (a) it is controlled from a limited number of points which are at, o…
A Physics-Informed Machine Learning for Electricity Markets: A NYISO Case Study
Robert Ferrando, Laurent Pagnier, Robert Mieth +4
This paper addresses the challenge of efficiently solving the optimal power flow problem in real-time electricity markets. The proposed solution, named Physics-Informed Market-Awar…
Universality and Control of Fat Tails
Michael Chertkov
Motivated by applications in hydrodynamics and networks of thermostatically-control loads in buildings we study control of linear dynamical systems driven by additive and also mult…
Exact Fractional Inference via Re-Parametrization & Interpolation between Tree-Re-Weighted- and Belief Propagation- Algorithms
Hamidreza Behjoo, Michael Chertkov
Computing the partition function, , of an Ising model over a graph of \enquote{spins} is most likely exponential in . Efficient variational methods, such as Belief Propag…
Statistical Mechanics of Thermostatically Controlled Multi-Zone Buildings
Lucas Fuentes Valenzuela, Lindell Williams, Michael Chertkov
We study the collective phenomena and constraints associated with the aggregation of individual cooling units from a statistical mechanics perspective. These units are modelled as…