Published or Accepted
Brenner, A., Khorramfar, R., Amin, S. A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization. ICLR 2025 [link]
Khorramfar, R., Santoni-Colvin, M., Amin, S., Norford, L.K., Botterud, A. and Mallapragada, D., 2025. Cost-effective Planning of Decarbonized Power-Gas Infrastructure to Meet the Challenges of Heating Electrification. Cell Reports Sustainability [link]
Qiu, L., Khorramfar, R., Amin, S., Howland, M. Decarbonized Energy System Planning with High-Resolution Spatial Representation of Renewables Lowers Cost. Cell Reports Sustainability [link]
Khorramfar, R., Mallapragada, D., & Amin, S. (2024). Electric-gas infrastructure planning for deep decarbonization of energy systems. Applied Energy, 354, 122176. [link] [Preprint]
Khorramfar, R., Özaltın, O.Y., Kempf, K.G. and Uzsoy, R., 2022. Managing Product Transitions: A Bilevel Programming Approach. INFORMS Journal on Computing, 34(5), pp.2828-2844. [link]
Brenner, A., Khorramfar, R. and Amin, S., 2023, May. Learning Spatio-Temporal Aggregations for Large-Scale Capacity Expansion Problems. In Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems (with CPS-IoT Week 2023) (pp. 68-77). [link]
Brenner, A., Khorramfar, R., Mallapragada, D. and Amin, S., 2022. Graph Representation Learning for Energy Demand Data: Application to Joint Energy System Planning under Emissions Constraints. AAAI 2022 Fall Symposium: The Role of AI in Responding to Climate Challenges. [link]
Lado, E.N., Khorramfar, R., Amin, S. Optimal Storage Investment for Aggregators under Power Disruptions. (accepted) 2025 American Control Conference
Submitted/Draft
Brenner, A., Khorramfar, R., Lado, E.N, Roald, L., and Amin, S. Bilevel Analysis of Cost and Emissions Externalities from Data Center Load Shifting.
Khorramfar, R., Mallapragada, D., Amin, S. Power-Gas Infrastructure Planning under Weather-induced Supply and Demand Uncertainties. [available upon request]
Brenner, A., Khorramfar, R., Mallapragada, D. and Amin, S. Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach. [arXiv]
Khorramfar, R., Özaltın, O.Y., Uzsoy, R. and Kempf, K.G., Coordinating Resource Allocation during Product Transitions Using a Multifollower Bilevel Programming Model. [arXiv]
Under Preparation
Carbon-aware load shifting between data centers: an integrated approach
Private Incentives for Resilience Provision
High-resolution variable renewable energy siting under climate uncertainty