Michael Chertkov

Identifiers

• name variant Michael Chertkov 0.60 · backfill

Papers (107)

1. Lagrangian Ellipsoid Diagnostics for Stochastic Hydrodynamics: Source--Sink Modeling of Deforming Particle Clouds physics.flu-dyn · 2026 · author #1
2. Lagrangian single-particle, multi-particle and topological analyses in turbulent Rayleigh-B\'enard convection physics.flu-dyn · 2026 · author #3
3. Analytic Bridge Diffusions for Controlled Path Generation cs.LG · 2026 · author #1
4. Mean-Field Path-Integral Diffusion: From Samples to Interacting Agents math.OC · 2026 · author #1
5. A New Family of Tractable Ising Models cs.DS · 2019 · author #3
6. Cloud-AC-OPF: Model Reduction Technique for Multi-Scenario Optimal Power Flow via Chance-Constrained Optimization math.OC · 2019 · author #3
7. Compressed Convolutional LSTM: An Efficient Deep Learning framework to Model High Fidelity 3D Turbulence physics.flu-dyn · 2019 · author #3
8. A Markov Process Approach to Ensemble Control of Smart Buildings cs.SY · 2019 · author #4
9. Real-time Faulted Line Localization and PMU Placement in Power Systems through Convolutional Neural Networks cs.SY · 2018 · author #3
10. Power of Ensemble Diversity and Randomization for Energy Aggregation cs.SY · 2018 · author #3
11. Optimal Load Ensemble Control in Chance-Constrained Optimal Power Flow cs.SY · 2018 · author #3
12. Topology Estimation using Graphical Models in Multi-Phase Power Distribution Grids cs.SY · 2018 · author #2
13. Topology Learning of Radial Dynamical Systems with Latent Nodes cs.SY · 2018 · author #3
14. Gauged Mini-Bucket Elimination for Approximate Inference stat.ML · 2018 · author #2
15. Exact Topology and Parameter Estimation in Distribution Grids with Minimal Observability cs.SY · 2017 · author #3
16. Online Learning of Power Transmission Dynamics cs.SY · 2017 · author #5
17. Chance-Constrained ADMM Approach for Decentralized Control of Distributed Energy Resources cs.SY · 2017 · author #4
18. Importance sampling the union of rare events with an application to power systems analysis stat.CO · 2017 · author #3
19. Fast and Robust Determination of Power System Emergency Control Actions math.OC · 2017 · author #4
20. Structure- & Physics- Preserving Reductions of Power Grid Models cs.SY · 2017 · author #3
21. Methodology for Multi-stage, Operations- and Uncertainty-Aware Placement and Sizing of FACTS Devices in a Large Power Transmission System cs.CE · 2017 · author #2
22. Topology Estimation in Bulk Power Grids: Guarantees on Exact Recovery math.OC · 2017 · author #3
23. Adiabatic approach for natural gas pipeline computations cs.SY · 2017 · author #1
24. Learning Exact Topology of a Loopy Power Grid from Ambient Dynamics math.OC · 2017 · author #4
25. Chance Constrained Optimal Power Flow with Primary Frequency Response math.OC · 2017 · author #1
26. Gauging Variational Inference stat.ML · 2017 · author #2
27. Thermal Transients in District Heating Systems physics.soc-ph · 2017 · author #1
28. Graphical Models and Belief Propagation-hierarchy for Optimal Physics-Constrained Network Flows cs.SY · 2017 · author #1
29. Ensemble Control of Cycling Energy Loads: Markov Decision Approach cs.SY · 2017 · author #1
30. Ensemble of Thermostatically Controlled Loads: Statistical Physics Approach cs.SY · 2017 · author #1
31. Optimal structure and parameter learning of Ising models cond-mat.stat-mech · 2016 · author #4
32. Tractable Structure Learning in Radial Physical Flow Networks math.OC · 2016 · author #3
33. Learning Topology of Distribution Grids using only Terminal Node Measurements math.OC · 2016 · author #3
34. Operations- and Uncertainty-Aware Installation of FACTS Devices in a Large Transmission System math.OC · 2016 · author #5
35. Graphical Models for Optimal Power Flow cs.SY · 2016 · author #3
36. Interaction Screening: Efficient and Sample-Optimal Learning of Ising Models cs.LG · 2016 · author #4
37. Learning Topology of the Power Distribution Grid with and without Missing Data math.OC · 2016 · author #3
38. Estimating Distribution Grid Topologies: A Graphical Learning based Approach math.OC · 2016 · author #3
39. Monotone Order Properties for Control of Nonlinear Parabolic PDE on Graphs math.OC · 2016 · author #4
40. Chance Constrained Optimal Power Flow with Curtailment and Reserves from Wind Power Plants math.OC · 2016 · author #3
41. Monotonicity of Actuated Flows on Dissipative Transport Networks math.OC · 2015 · author #4
42. A differential analysis of the power flow equations cs.SY · 2015 · author #2
43. Solving the power flow equations: a monotone operator approach cs.SY · 2015 · author #3
44. Natural Gas Flow Solutions with Guarantees: A Monotone Operator Theory Approach cs.SY · 2015 · author #4
45. Uncertainty Sets For Wind Power Generation math.OC · 2015 · author #4
46. Optimal Control of Transient Flow in Natural Gas Networks math.OC · 2015 · author #2
47. Maximum Throughput Problem in Dissipative Flow Networks with Application to Natural Gas Systems math.OC · 2015 · author #3
48. Monotonicity of Dissipative Flow Networks Renders Robust Maximum Profit Problem Tractable: General Analysis and Application to Natural Gas Flows math.OC · 2015 · author #3
49. Optimal Power Flow with Weighted Chance Constraints and General Policies for Generation Control math.OC · 2015 · author #3
50. Structure Learning and Statistical Estimation in Distribution Networks - Part II math.OC · 2015 · author #3
51. Learning Planar Ising Models stat.ML · 2015 · author #3
52. Structure Learning and Statistical Estimation in Distribution Networks - Part I math.OC · 2015 · author #3
53. Convexity of Energy-Like Functions: Theoretical Results and Applications to Power System Operations math.OC · 2015 · author #3
54. Fault Induced Delayed Voltage Recovery in a Long Inhomogeneous Power Distribution Feeder physics.soc-ph · 2014 · author #3
55. Cascading of Fluctuations in Interdependent Energy Infrastructures: Gas-Grid Coupling physics.soc-ph · 2014 · author #1
56. Efficient Synchronization Stability Metrics for Fault Clearing cs.SY · 2014 · author #4
57. Optimal Sizing of Voltage Control Devices for Distribution Circuit with Intermittent Load cs.SY · 2014 · author #2
58. Approximate inference on planar graphs using Loop Calculus and Belief Propagation cs.AI · 2014 · author #3
59. Extreme value statistics of work done in stretching a polymer in a gradient flow cond-mat.stat-mech · 2014 · author #3
60. Optimal compression in natural gas networks: a geometric programming approach cs.SY · 2013 · author #5
61. Optimal Distributed Control of Reactive Power via the Alternating Direction Method of Multipliers math.OC · 2013 · author #3
62. Sparsity-Promoting Optimal Wide-Area Control of Power Networks math.OC · 2013 · author #3
63. Loop Calculus and Bootstrap-Belief Propagation for Perfect Matchings on Arbitrary Graphs cond-mat.stat-mech · 2013 · author #1
64. A Graphical Transformation for Belief Propagation: Maximum Weight Matchings and Odd-Sized Cycles cs.DS · 2013 · author #2
65. Belief Propagation for Linear Programming cs.AI · 2013 · author #3
66. Linear PDEs and eigenvalue problems corresponding to ergodic stochastic optimization problems on compact manifolds math.OC · 2013 · author #3
67. Hysteresis, Phase Transitions and Dangerous Transients in Electrical Power Distribution Systems physics.soc-ph · 2012 · author #3
68. Distributed Control of Generation in a Transmission Grid with a High Penetration of Renewables cs.SY · 2012 · author #2
69. Chance Constrained Optimal Power Flow: Risk-Aware Network Control under Uncertainty math.OC · 2012 · author #2
70. DistFlow ODE: Modeling, Analyzing and Controlling Long Distribution Feeder math.OC · 2012 · author #3
71. Learning Price-Elasticity of Smart Consumers in Power Distribution Systems cs.IT · 2012 · author #2
72. Synchronization in Complex Oscillator Networks and Smart Grids math.OC · 2012 · author #2
73. Tail-Constraining Stochastic Linear-Quadratic Control: Large Deviation and Statistical Physics Approach cond-mat.stat-mech · 2012 · author #1
74. Controlled Tripping of Overheated Lines Mitigates Power Outages physics.soc-ph · 2011 · author #3
75. Exact and Efficient Algorithm to Discover Extreme Stochastic Events in Wind Generation over Transmission Power Grids cs.SY · 2011 · author #1
76. Smart Finite State Devices: A Modeling Framework for Demand Response Technologies cs.SY · 2011 · author #4
77. Linear Programming based Detectors for Two-Dimensional Intersymbol Interference Channels cs.IT · 2011 · author #3
78. Polytope of Correct (Linear Programming) Decoding and Low-Weight Pseudo-Codewords cs.IT · 2011 · author #1
79. Statistical Classification of Cascading Failures in Power Grids physics.soc-ph · 2010 · author #3
80. Learning Planar Ising Models stat.ML · 2010 · author #3
81. Options for Control of Reactive Power by Distributed Photovoltaic Generators math-ph · 2010 · author #4
82. Predicting Failures in Power Grids: The Case of Static Overloads math.OC · 2010 · author #1
83. A Majorization-Minimization Approach to Design of Power Transmission Networks math.OC · 2010 · author #2
84. Non-Equilibrium Statistical Physics of Currents in Queuing Networks cond-mat.stat-mech · 2010 · author #2
85. Worst Configurations (Instantons) for Compressed Sensing over Reals: a Channel Coding Approach cs.IT · 2010 · author #2
86. Distributed control of reactive power flow in a radial distribution circuit with high photovoltaic penetration math.OC · 2009 · author #4
87. Belief Propagation and Loop Calculus for the Permanent of a Non-Negative Matrix cs.DS · 2009 · author #2
88. Non-Equilibrium Thermodynamics and Topology of Currents cond-mat.stat-mech · 2009 · author #2
89. Orbit-Product Representation and Correction of Gaussian Belief Propagation math.ST · 2009 · author #3
90. Bethe Free Energy Approach to LDPC Decoding on Memory Channels cs.IT · 2009 · author #2
91. Message Passing for Optimization and Control of Power Grid: Model of Distribution System with Redundancy cond-mat.stat-mech · 2009 · author #3
92. Instanton-based Techniques for Analysis and Reduction of Error Floors of LDPC Codes cs.IT · 2009 · author #2
93. Fermions and Loops on Graphs. II. Monomer-Dimer Model as Series of Determinants cond-mat.stat-mech · 2008 · author #2
94. Fermions and Loops on Graphs. I. Loop Calculus for Determinant cond-mat.stat-mech · 2008 · author #2
95. Irreversible Monte Carlo Algorithms for Efficient Sampling cond-mat.stat-mech · 2008 · author #2
96. Provably efficient instanton search algorithm for LP decoding of LDPC codes over the BSC cs.IT · 2008 · author #2
97. Belief Propagation and Beyond for Particle Tracking cs.IT · 2008 · author #1
98. Belief Propagation and Loop Series on Planar Graphs cond-mat.stat-mech · 2008 · author #1
99. Self-Similarity and Universality in Rayleigh-Taylor, Boussinesq Turbulence physics.flu-dyn · 2008 · author #2
100. Non-equilibrium thermodynamics for functionals of current and density cond-mat.stat-mech · 2007 · author #2
101. Loop Calculus Helps to Improve Belief Propagation and Linear Programming Decodings of Low-Density-Parity-Check Codes cs.IT · 2006 · author #1
102. Loop series for discrete statistical models on graphs cond-mat.stat-mech · 2006 · author #1
103. An Efficient Pseudo-Codeword Search Algorithm for Linear Programming Decoding of LDPC Codes cs.IT · 2006 · author #1
104. Loop Calculus in Statistical Physics and Information Science cond-mat.stat-mech · 2006 · author #1
105. Polymer Stretching by Turbulence chao-dyn · 1999 · author #1
106. Lagrangian Tetrad Dynamics and the Phenomenology of Turbulence chao-dyn · 1999 · author #1
107. Long-time dynamics of the infinite-temperature Heisenberg magnet cond-mat · 1994 · author #1

Mentions

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• 2605.27606 #1 · arxiv_oai · confidence 0.70 Michael Chertkov
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• 2605.22326 #3 · arxiv_oai · confidence 0.70 Michael Chertkov
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Frequent Coauthors

• Scott Backhaus 23 shared papers
• Deepjyoti Deka 17 shared papers
• Sidhant Misra 13 shared papers
• Marc Vuffray 11 shared papers
• Vladimir Y. Chernyak 11 shared papers
• Konstantin Turitsyn 7 shared papers
• Krishnamurthy Dvijotham 6 shared papers
• Jason K. Johnson 5 shared papers
• Jinwoo Shin 5 shared papers
• Yury Dvorkin 5 shared papers
• Bane Vasic 4 shared papers
• Line Roald 4 shared papers
• Ali Hassan 3 shared papers
• Anatoly Zlotnik 3 shared papers
• Andrey Y. Lokhov 3 shared papers
• Feng Pan 3 shared papers
• Mikhail G. Stepanov 3 shared papers
• Razvan Teodorescu 3 shared papers
• Saurav Talukdar 3 shared papers
• Shashi Kiran Chilappagari 3 shared papers