Publications

A complete profile of ANSI’s publications is available in this Google Scholar profile. A selection of our favorite works are highlighted below.

Highlighted Publications

• Caravelli, F., Sheldon, F. C., & Traversa, F. L. (2021). Global minimization via classical tunneling assisted by collective force field formation. Science advances, 7(52), abh1542.
• Lokhov, A. Y., Vuffray, M., Misra, S., & Chertkov, M. (2018). Optimal structure and parameter learning of Ising models. Science advances, 4(3), e1700791.
• Deka, D., Chertkov, M., & Backhaus, S. (2017). Structure learning in power distribution networks. IEEE Transactions on Control of Network Systems.
• Dvijotham, K., Chertkov, M., Van Hentenryck, P., Vuffray, M., & Misra, S. (2017). Graphical models for optimal power flow. Constraints, 22(1), 24-49.
• Lu, M., Nagarajan, H., Yamangil, E., Bent, R., Backhaus, S., & Barnes, A. (2017). Optimal Transmission Line Switching under Geomagnetic Disturbances. IEEE Transactions on Power Systems.
• Borraz-Sánchez, C., Bent, R., Backhaus, S., Hijazi, H., & Hentenryck, P. V. (2016). Convex relaxations for gas expansion planning. INFORMS Journal on Computing, 28(4), 645-656.
• Coffrin, C., Hijazi, H. L., & Van Hentenryck, P. (2016). The QC relaxation: A theoretical and computational study on optimal power flow. IEEE Transactions on Power Systems, 31(4), 3008-3018.
• Deka, D., Backhaus, S., & Chertkov, M. (2016, June). Estimating distribution grid topologies: A graphical learning based approach. In Power Systems Computation Conference (PSCC), 2016 (pp. 1-7). IEEE.
• Hijazi, H., Coffrin, C., & Van Hentenryck, P. (2016, June). Polynomial SDP cuts for optimal power flow. In Power Systems Computation Conference (PSCC), 2016 (pp. 1-7). IEEE.
• Lubin, M., Yamangil, E., Bent, R., & Vielma, J. P. (2016). Polyhedral approximation in mixed-integer convex optimization. Mathematical Programming, 1-30.
• Vuffray, M., Misra, S., Lokhov, A., & Chertkov, M. (2016). Interaction screening: Efficient and sample-optimal learning of Ising models. In Advances in Neural Information Processing Systems (pp. 2595-2603).
• Bienstock, D., Chertkov, M., & Harnett, S. (2014). Chance-constrained optimal power flow: Risk-aware network control under uncertainty. Siam Review, 56(3), 461-495.
• Coffrin, C., & Van Hentenryck, P. (2014). A linear-programming approximation of AC power flows. INFORMS Journal on Computing, 26(4), 718-734.
• Dorfler, F., Chertkov, M., & Bullo, F. (2013). Synchronization in complex oscillator networks and smart grids. Proceedings of the National Academy of Sciences, 110(6), 2005-2010.
• Kundu, S., Sinitsyn, N., Backhaus, S., & Hiskens, I. (2011, August). Modeling and Control of Thermostatically Controlled Loads. In Power Systems Computation Conference (PSCC), 2011 (pp. 1-7).
• Turitsyn, K., Sulc, P., Backhaus, S., & Chertkov, M. (2011). Options for control of reactive power by distributed photovoltaic generators. Proceedings of the IEEE, 99(6), 1063-1073.