Anirudh Subramanyam
Anirudh Subramanyam’s research focuses on developing optimization tools for complex systems facing uncertainty. His work spans robust and stochastic optimization, distributed optimization and control, high-performance computing, and applications in power and energy systems, transportation, logistics, and infrastructure systems.
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Research Keywords
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Projects
Recent Publications
Spatially explicit optimization of urban green infrastructure for multiple ecosystem services using deep learning surrogates
Dong, Y., Subramanyam, A. & Wu, H., Jan 30 2026, In: Environmental Modelling and Software. 196, 106758.Research output: Contribution to journal › Article › peer-review
A branch-and-cut algorithm for routing a heterogeneous drone-ground vehicle fleet to deliver time-sensitive products
Hosseini Dolatabadi, S. H., Bhuiyan, T. H., Kaleem, W., Subramanyam, A. & Cokyasar, T., Feb 2026, In: Transportation Research Part C: Emerging Technologies. 183, 105454.Research output: Contribution to journal › Article › peer-review
Extreme-scale EV charging infrastructure planning for last-mile delivery using high-performance parallel computing
Kaleem, W., Cokyasar, T., Larson, J., Verbas, O., Bhuiyan, T. H. & Subramanyam, A., Mar 2026, In: Transportation Research Part B: Methodological. 205, 103403.Research output: Contribution to journal › Article › peer-review
Remarks on: A Lagrangian dual method for two-stage robust optimization with binary uncertainties
Lefebvre, H. & Subramanyam, A., Mar 2026, In: Optimization and Engineering. 27, 1, p. 531-553 23 p.Research output: Contribution to journal › Article › peer-review
Chance-Constrained DC Optimal Power Flow Using Constraint-Informed Statistical Estimation
Yi, T., Maldonado, D. A. & Subramanyam, A., 2026, (Accepted/In press) In: IEEE Transactions on Power Systems.Research output: Contribution to journal › Article › peer-review
Reduced Sample Complexity in Scenario-Based Control System Design via Constraint Scaling
Choi, J., Deo, A., Lagoa, C. & Subramanyam, A., 2024, In: IEEE Control Systems Letters. 8, p. 2793-2798 6 p.Research output: Contribution to journal › Article › peer-review
Electric vehicle supply equipment location and capacity allocation for fixed-route networks
Davatgari, A., Cokyasar, T., Subramanyam, A., Larson, J. & Mohammadian, A., Sep 16 2024, In: European Journal of Operational Research. 317, 3, p. 953-966 14 p.Research output: Contribution to journal › Article › peer-review
Discrete-Continuous Gaussian Mixture Models for Wind Power Generation
Yi, T., Dey, S., Maldonado, D. A., Mehrotra, S. & Subramanyam, A., 2024, In: IEEE Power and Energy Society General Meeting.Research output: Contribution to journal › Conference article › peer-review
Time-Constrained Capacitated Vehicle Routing Problem in Urban E-Commerce Delivery
Cokyasar, T., Subramanyam, A., Larson, J., Stinson, M. & Sahin, O., Feb 2023, In: Transportation Research Record. 2677, 2, p. 190-203 14 p.Research output: Contribution to journal › Article › peer-review
Quantifying the impact of delivery day flexibility on last-mile delivery costs
Izadkhah, A., Subramanyam, A., Lainez-Aguirre, J. M., Pinto, J. M. & Gounaris, C. E., Dec 2022, In: Digital Chemical Engineering. 5, 100057.Research output: Contribution to journal › Article › peer-review
A Lagrangian dual method for two-stage robust optimization with binary uncertainties
Subramanyam, A., Dec 2022, In: Optimization and Engineering. 23, 4, p. 1831-1871 41 p.Research output: Contribution to journal › Article › peer-review
Failure Probability Constrained AC Optimal Power Flow
Subramanyam, A., Roth, J., Lam, A. & Anitescu, M., Nov 1 2022, In: IEEE Transactions on Power Systems. 37, 6, p. 4683-4695 13 p.Research output: Contribution to journal › Article › peer-review
Joint routing of conventional and range-extended electric vehicles in a large metropolitan network
Subramanyam, A., Cokyasar, T., Larson, J. & Stinson, M., Nov 2022, In: Transportation Research Part C: Emerging Technologies. 144, 103830.Research output: Contribution to journal › Article › peer-review
OPTIMIZATION UNDER RARE CHANCE CONSTRAINTS
Tong, S., Subramanyam, A. & Rao, V., 2022, In: SIAM Journal on Optimization. 32, 2, p. 930-958 29 p.Research output: Contribution to journal › Article › peer-review
Robust vehicle routing under uncertainty via branch-price-and-cut
Wang, A., Subramanyam, A. & Gounaris, C. E., Dec 2022, In: Optimization and Engineering. 23, 4, p. 1895-1948 54 p.Research output: Contribution to journal › Article › peer-review
