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Michael Chertkov

Los Alamos National Laboratory
Skolkovo Institute of Science and Technology
Princeton University

390

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9313

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Super-relaxation of space–time-quantized ensemble of energy loads to curtail their synchronization after demand response perturbation

2021 Applied Energy
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Physics-Informed Graphical Neural Network for Parameter & State Estimations in Power Systems.

2021 arXiv: Learning
- Laurent Pagnier
- Michael Chertkov
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Prediction and Prevention of Pandemics via Graphical Model Inference and Convex Programming

2021 arXiv: Social and Information Networks
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Model Reduction of Swing Equations with Physics Informed PDE

2021
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Embedding Hard Physical Constraints in Neural Network Coarse-Graining of 3D Turbulence.

2020 arXiv: Computational Physics
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Machine Learning Statistical Lagrangian Geometry of Turbulence

2020
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Joint Estimation of Topology and Injection Statistics in Distribution Grids with Missing Nodes

2020 IEEE Transactions on Control of Network Systems
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Physics informed topology learning in networks of linear dynamical systems

2020 Automatica
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Real-time Faulted Line Localization and PMU Placement in Power Systems through Convolutional Neural Networks

2020 PES | Power and Energy Society General Meeting
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Machine Learning of Reduced Lagrangian Models of Turbulence

2020
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